example_PTSD.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import sys\n",
    "import os.path\n",
    "import pylab as plt\n",
    "from zedstat import zedstat \n",
    "import pandas as pd\n",
    "plt.style.use('fivethirtyeight')\n",
    "from jupyterthemes import jtplot\n",
    "jtplot.style()\n",
    "\n",
    "#"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "F=.43\n",
    "F=.60\n",
    "surv_rate=0.90 # .30 to .73 95% cf\n",
    "surv_rate_lb=0.90 # .30 to .73 95% cf\n",
    "surv_rate_ub=0.95 # .30 to .73 95% cf\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [],
   "source": [
    "prev_vet=0.00317\n",
    "prev_pub=0.00135\n",
    "prev_si=0.048\n",
    "prev_lower_bnd=0.06\n",
    "#data='/home/ishanu/Dropbox/ZED/Research/CDMRPgrants/TBI/data/CURVES/SISA/National_ROC_CURVE_Female.csv'\n",
    "data='/home/ishanu/Dropbox/ZED/Research/CDMRPgrants/TBI/data/CURVES/SISA/National_ROC_CURVE_Male.csv'\n",
    "data='/home/ishanu/Dropbox/ZED/Research/CDMRPgrants/TBI/data/CURVES/SISA/National_ROC_CURVE_Female.csv'\n",
    "#data='/home/ishanu/Dropbox/ZED/Research/CDMRPgrants/TBI/data/CURVES/PTSD/National_ROC_CURVE_Male.csv'\n",
    "#data='/home/ishanu/Dropbox/ZED/Research/CDMRPgrants/TBI/data/CURVES/PTSD/National_ROC_CURVE_Female.csv'\n",
    "#data='/home/ishanu/Dropbox/ZED/Research/CDMRPgrants/TBI/data/CURVES/SISA_NOPSY/National_ROC_CURVE_Female.csv'\n",
    "#data='/home/ishanu/Dropbox/ZED/Research/CDMRPgrants/TBI/data/CURVES/SISA_NOPSY/National_ROC_CURVE_Male.csv'\n",
    "zt=zedstat.processRoc(df=pd.read_csv(data),\n",
    "           order=3, \n",
    "           total_samples=1.7*1e6,\n",
    "           positive_samples=15800,\n",
    "           alpha=0.01,\n",
    "           prevalence=prev_lower_bnd)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "# compute smoothened roc and other performance measures\n",
    "zt.smooth(STEP=0.001)\n",
    "zt.allmeasures(interpolate=True)\n",
    "zt.usample(precision=3)\n",
    "zt.getBounds()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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AcP97bdR2p3Bq253Ybr/f25Wv08ue/ljnee36uvl1r62VBt4O5IA28M/AKy91kPxykVLFOTfSNrD/A+TyBdZeF7vv8DUsXpGk4Y4xnv0rgqUfUAEKjQanT52iUqn0qeLu2aztTuDUtju13QChLnXOehn6xc5zFFi9nDO27jUAMumUCXwZ+Azw6s7me4EvAi++2EHanYfTrLbb4/Gw/8gNFA68GaNlsefMQxcusFrM5Zibm+trnbvBqd9zcG7bndjubrW3Zydy44lkHjgF3LRm883Yvf1T63afAA4DD8QTyXI8kSxjz+R5USadmtr1YodUMBhk//WvYOnw23Fby0yffxhXq0K9Xue5554bycAXke3p9YncjwP3ZNKpRwELu/f+0PqTuPFEMptJp54G7s6kU+/rbP5l4HQ8kdSiLxuYnJrCf/XrWBx/KZH8o0SWv4lpGGQXFzl//ny/yxORAdHr0L8PmAKexP4r47PY0zjJpFMPAsQTybs6+74e+DBwBnso7wngZ3tb7uAzDIM9Bw6zMPEaCsGrmJr/PIHKswCcPXtWV9SKyI/oaejHE8kG8M7OY/1rd637PMMPx/NlAx6PhwNHbuT8vrfQaBnMnv1TPI0l2u02J0+epFQq9btEERkwWoZhSIXDYaaPJsjN/Ayh5nmmzn0Bo13HsiyOHz+OZVn9LlFEBpBCfwhNz8zgv+rVZMf/FdH8NznY+i6Fdp2VUomTJ0/qpiYisimF/hAxDIMDh66kfvjnWQ5ezdT8/yZYeQZjLEQ2m+X8/Hy/SxSRAafQHxI+n48DR25gae8baJteZs99Eo+VA+wTtvMKfBHZAoX+EIhEIkwdeRHZmdfjrZ1jcu4zmJ3x+9OnThHq0uXZIjL6FPoDbmZ2Fv+VP8XC+B1Elr9FJJ/GACqVCidOnKDdain0RWTLFPoDyjAMDl1xFdWDrycfvIbJhf9DsPwvGIbB4uLihatrnbjaoIjsnEJ/ALlcLvZfdR0rh95Cy/R3xu/tte7PnDlDPp/vb4EiMrQU+gMmEAiw76obyB64E2/tPNPnH8Zs1Wg2m5w8eXIkVscUkf5R6A8QwzCYuuYOsnt+Gl/1NJMLX8CgTa1W4/jx4zSbzX6XKCJDTqE/QPZc9yry+95INJ9mbPkfMQ1YXi5w+rRuCywi3aHQHxBT+49S3v/TRPPfILL8LUzT5Ny5c7pvrYh0Va9vjC4bGItO0H7e2/DWzjO2/C0A5ubmFPgi0nXq6feZ3+8neOMvUje9TJ//LO1Wk+MnTuiErYjsCvX0+8g0TSZueAOV0DVMzX8eV7vO3NycAl9Edo1Cv4/2HruD4tTLmVx4BI+1SC6X0xx8EdlVCv0+mTl0jJUDbySS/yaByjNUq1XOnTvX77JEZMQp9PsgOjFD45q34queIbL8KI1GgxMnTvS7LBFxAIV+jwUCAXw3/CJtTCayf4kBnDp1ShdeiUhPKPR7yOVyMX7jm6gGrmBq/i9w0eDs2bM6cSsiPaPQ76G98VdQnHipfeK2kWdpaUknbkWkpxT6PbLvyPMp7Pt5ovk0gcpzVKtVzp492++yRMRhFPo9MDG9j+qV/xZ/9Thjy9+i2WzqxK2I9IVCf5eFQmHc8bcCLSayf4UBnDx5UiduRaQvFPq7yDAMoje8mZr/gH3FLQ1dcSsifaXQ30WxIy+lOP4SJhe+gLuxzNLSErlcrt9liYiDKfR3icvjp3XkTUSXvo6/elInbkVkICj0d8lE/HXQbjNW+LZO3IrIwFDo74JQbA/1vT9JNJ/GoKUTtyIyMLSe/i4I3vALtOpZQivf5fz58zpxKyIDQz39Lpu6+naq4WOML36Fdqulu1+JyEBR6HeRLxCieeUbGCt8G6+VZX5+vt8liYj8CIV+F8VueBNtw0Uk/yjValXTM0Vk4Cj0u2R837WUJ29nfPFvMNuWpmeKyEDSidwucLlcuK79N3jKzxKoPEsul6Narfa7LBGRH6OefhdMHnsNdd8ssdzf0mg0OH/+fL9LEhHZkEL/MoWi09T2v5bo0tfxtErMzc3Rbrf7XZaIyIY0vHOZfM97EzQKhItPsFJaoVAo9LskEZFNqad/GfzT12BN3MLE4pcxaOvkrYgMPPX0L0P4yCsxK8/grZ9nYWEBy7L6XZKIyEWpp79D4cmD1MZvJlT8LpZlsbCw0O+SREQuST39HQrE30K7eppA9TmeO3263+WIiGyJevo7MH74Vqrh5xHLfZVyqaQF1URkaCj0t8k0XRhXv4FQ8Tt4rSxLS0v9LklEZMt6OryTSafcwP3Andi/cB4G7o4nkrVN9v8Z4H3ANUAR+FA8kfz9HpW7ocljr6bmmWD6/Oeo1WosLy/3sxwRkW3pdU//vcAdwPXAUeA64AMb7ZhJp14DPAj8GhADrgW+2JMqN+ELjGHtfzWR/KN4qGmKpogMnV6fyH0H8O54InkWIJNO3Qt8KpNOvSeeSLbW7fu7wPvjieTfdD4vAN+71AGMzmM3ROI/T6PdIFJ4jOVCnmqlsmvH2ipj3bOTqO3Oa7tT2w3da3PPQj+TTsWAg8DjazY/ht2LPwicWLNvCLgV+xdCBpgEvgG8K55InrzYcWLRMfw+X1drBzACk9RmfoJDxa8QCQdYWjjHZCzS9ePs1MQA1dJrarvzOLHdfr+3K1+nlz39sc7z2kHw/LrXVo1j/2J7K/A6YB74MPDnwG0XO0h+uUipsuEpgssyfu2/w1s9Qyv3PZ5ZXGR+YTDuiGVg/wfI5Qs4bcUftd15bXdquwFCge50ZnsZ+sXOcxTIdj6OrXtt/b4PxBPJ4wCZdOoeYCGTTu1bHR7aSLvz6CbDE6QRu57J7BdpNpvMz88P3A/cbrR7WKjtzuPEdnervT07kRtPJPPAKeCmNZtvxu7tn1q37zL2cM/advbtexy5/s24mwX8lefswNcqmiIypHp9IvfjwD2ZdOpRwALuBR7a4CQu2DN33pVJp/4aWMA+sftPF+vl7wrDRXvmNiKLX6Zeq2hevogMtV6H/n3AFPAk9l8Zn8WexkkmnXoQIJ5I3tXZ94PYY/uPdfb9OvDGHtdL5Mi/AgwClWeY0z1vRWTI9TT044lkA3hn57H+tbvWfd4C/lPn0ScGxsFXES4+RqNeJZ/P968UEZEu0DIMF+EaP0rLN0m48BiLi4sayxeRoafQvwj/3pvw107jalU1li8iI0GhfxHumRvwVY6Tz+fVyxeRkaDQ34QRnKYV3E+w8rRukCIiI0Ohv4ngodvx1uawCud0G0QRGRkK/U2499xGoPT/KJfL/S5FRKRrFPobMEKztIL7CFWeolAo9LscEZGuUehvwB7aOUe7sqhbIYrISFHob2B1aEd3xRKRUaPQX8cM7aUV2EOo/JRCX0RGjkJ/ncDhBN7qGdrVHNVqtd/liIh0lUJ/HffsrQTLGtoRkdG0pQXXMumUB/gvwEfjieSJS+0/rMzwflqBWUK5zzOvxdVEZARtqacfTyQt4D8w4vcj9ux7Ib7aGVqVHLVa92+5KCLSb9sZ3vl74PbdKmQQePe+gMDKDzS0IyIjazvr6X8S+L1MOnUF8I9Aae2L8UTyG12sq/dMLwRnCRS+oqEdERlZ2wn9P+08v3+D19qA6/LL6R8zchCAVmlOQzsiMrK2E/pX7loVAyB0+Hb81RMUl3VLRBEZXVsO/VGetQMGxvQtBAqPsriy0u9iRER2zbbukZtJp24BfgWIdzZ9H/hwPJF8rMt19ZRr/GranjDh6rOc0qqaIjLCtjx7J5NO/QL2CdwjwN8Cf4c95POtzmtDK3j4J/BXjlMrLekOWSIy0rbT038/cF88kfyttRsz6dTvdF77s24W1jsGTD+fYP5rFIvFfhcjIrKrtjNPfw+Q2mD7n3ReG0quiWvAFSBYeYZcTidxRWS0bSf0vwHcusH2FwD/0J1yes81fjXe2jlq5QKNRqPf5YiI7KrtDO/8MfDfMunU84Bvdra9GHg78OuZdOrC1brDdKGWO7IfbyOnO2SJiCNsJ/RXh3b+8yavra7LM1QXarljV+EtP8GCrsIVEQfYTui/DXuIp75uuwdIAF/tUk09Y/gnaQdm4OxTGtoREUfYTuh/AtgbTyTn127MpFOTwCfiieTQ9O5XuafiuK0lmqX5S+8sIjICtnMi18AeulkvCgzlFU2+vTfZ8/O11o6IOMQle/qZdOoTnQ/bwAOZdKqy5mUX9oyeb+9CbbvMwBi/Fn/ur5nT0gsi4hBbGd452Hk2gH386Jh+HXss//7ulrX7zOhhcPnxlI5TqVQu/QYRkRFwydCPJ5I/BZBJpx4C3hVPJEdibqN76nq81TNUVpb6XYqISM9sZ5XNt+1mIb3mil2J35qjVCpdemcRkRGxnRO5I8U1th+PldVFWSLiKM4MfdODEZiC0pzm54uIozgy9M3wXsCgtnSy36WIiPSUI0PfNX4Uj7VAraKllEXEWRwZ+t7pOL7qKV2UJSKO48jQN8ePEqif1fx8EXEcx4W+GdoLnjBG4VlarVa/yxER6SnHhb5r4hpctSzVYrbfpYiI9JzzQn/yWgL10xraERFHcl7oRw7ht+Z1E3QRcSTHhb4RmKRVyWJZVr9LERHpue3cROWyZdIpN/aKnHdi/8J5GLg7nkhuOncyk04FgO8CU/FEMnY5xze8YxguH1bx/OV8GRGRodXrnv57gTuA64GjwHXABy7xnt8BTnfj4EZgEtotqoW5bnw5EZGh0+vQfwfw/ngieTaeSC4A9wJvy6RTG9aRSaduAV7HpX8xXGBc5GEGpjCtAla1ctH9hu1xqXaP8kNtd97Dqe1ebfvl6tnwTiadimHfkOXxNZsfA1a3n1i3vxv4GHD3do4Ti47h9/k2fK0xeRg/KxgBHz73aJ3OmIhF+l1C36jtzuPEdvv93q58nV6O6Y91npfXbMuve22tXwW+E08kv5pJp1621YPkl4uUKhufIvBdMUWotsDZhcWtfrmBZ2D/B8jlCxvewHiUqe3Oa7tT2w0QCmzcmd2uXob+6hzJKLB6ZVRs3WsAZNKpI9g9/Ju3e5A2G9+9HcAdOYhZ+c5I/rBcrN2jTm13Hie2u1vt7dkYRzyRzAOngJvWbL4Zu7d/at3uLwWmgScz6dQc8Dkgkkmn5jLp1O07KsBwYQRnaZfO7ujtIiKjoKdTNoGPA/dk0qlHAQv7RO5D8URy/SI4nwa+tObz24GHsH9h5HZyYDM0C6aLVlGhLyLO1evQvw+YAp7E/ivjs9jTOMmkUw8CxBPJu+KJZAW4sE5CJp3KAe14IrnjuZbm2H7Mep56RbdHFBHn6mnoxxPJBvDOzmP9a3dd5H1f5Yfj/ztihg/gsbJUq9XL+TIiIkNttOYtXoRrbD/+Vp5yudzvUkRE+sY5oR89iFmZ0xr6IuJozgh9lxfDP0mreKbflYiI9JUjQt8M7wOguXKuz5WIiPSXQ0J/P2Y9R62y0u9SRET6yhGh7xrbj9dapFbbdAVnERFHcETom2MH8LeWNHNHRBzPEaHvihyA0lnabaet1iEi8qNGP/TdQQxfTMsviIjggNB3je2HlkVjRXfLEhEZ+dA3x/bjqi9Sq2o8X0TEAaF/AF8jpzV3RERwQOi7xg7gaywq9EVEcEDom2P7deMUEZGOkQ59wxfF8IS05o6ISMdoh75/Etot6isL/S5FRGQgjHbo+8agUaJWrVx6ZxERBxjt0PeOYTbLVCoKfRERGPHQN70RXM0KlmX1uxQRkYEw0qFvhGbxNJf7XYaIyMAY6dB3hffiri/2uwwRkYEx0qFvhvdC+Xy/yxARGRgjG/qGd8yeo1/SLRJFRFaNbuj7YgA0yhreERFZNcKhH4FGhVql1O9SREQGxgiHfhSzsaKF1kRE1hjd0PdGMJsl6vV6v0sRERkYIxv6pi+C2dDQjojIWiMb+obP7umLiMgPjXDoxxT6IiLrjGzou4LTGNVcv8sQERkooxn6hgsjMEm7Mt/vSkREBspIhr4RmATDpFVS6IuIrDWSoW8GZ6BRxqpohU0RkbVGMvQNfwzDKmiOvojIOqMZ+p4gZqumO2aJiKwzmqHvDmI0KrTb7X6XIiIyUEY09APQ1Jo7IiLrjWboe4IYCn0RkR8zmqHvDWO2FPoiIuuNZuj7YrgaxX6XISIycEYy9M3ABIalOfoiIuuNXuibLgzvGM2y1t0REVlv5ELf8EYBsErZPlciIjJ4Ri708cegZdGsanhHRGQ9dy8Plkmn3MD9wJ3Yv3AeBu6OJ5K1dfv5gD8EXgnMAOeAj8YTyY9c6himLwZWgZqWYBAR+TG97um/F7gDuB44ClwHfGCD/dzAHPAqIAK8CfiNTDr1lksdwPDHcDVWtO6OiMgGetrTB94BvDueSJ4FyKRT9wKfyqRT74knkq3VneKJZAn4rTXveyKTTj0CJIBPX+wApi+GaRWg3cbodvUDyFj37CRqu/Pa7tR2Q/fa3LPQz6RTMeAg8PiazY8Bq9tPXOS9buAngA9e6ji+UAzTqDEZi1xOuUNnwmHtXUttdx4nttvv93bl6/Sypz/WeV57hjW/7rXNPNB5X+pSB6m3DKgVWcoXtl3gMDKw/wPk8gWctryc2u68tju13QChgK8rX6eXob96iWwUWJ1PGVv32o/JpFP3Y/fyXxFPJC89UO/y025mHfcD0e48nEhtdx4ntrtb7e3Zidx4IpkHTgE3rdl8M3Zv/9RG78mkUx/BPpn7yngiuaWJ94bpo92sXXpHEREH6vWJ3I8D92TSqUcBC7gXeGjtSdxVmXTqAeAVwMvjieTClo/g9mK0rO5UKyIyYnod+vcBU8CT2H9lfBZ7GieZdOpBgHgieVcmnToM/DJQA57LpC8M5X8tnki+9mIHMFw+UE9fRGRDPQ39eCLZAN7Zeax/7a41H59gpzOUXF7MdmOnJYqIjLSRW4bBcAdpW6V+lyEiMpBGL/RdHlp1raUvIrKRkQt9QIutiYhsYvRCv92iWVvpdxUiIgNp9EK/VaVe0/1xRUQ2MnKhbzQqNBqavSMispGRC32zUe53CSIiA2vkQh+FvojIpkYw9DWeLyKymdEL/ZaWYBAR2cwIhr5ukygispnRC/2mQl9EZDOjF/paVllEZFMjF/qGllUWEdnUyIW+evoiIpsbwdDXmL6IyGZGLvQNhb6IyKZGLvQ1e0dEZHMjF/rtRqXfJYiIDKyRC/1GXcswiIhsZuRCv1nX/XFFRDYzcqHfqGl4R0RkMyMX+k2tsikisqmRC/12q9XvEkREBtbIhb6IiGxOoS8i4iAKfRERB1Hoi4g4iEJfRMRBFPoiIg6i0BcRcRCFvoiIgyj0RUQcRKEvIuIgCn0REQdR6IuIOIhCX0TEQRT6IiIOotAXEXEQhb6IiIMo9EVEHEShLyLiIAp9EREHUeiLiDiIu5cHy6RTbuB+4E7sXzgPA3fHE8na5ewrIiJb0+ue/nuBO4DrgaPAdcAHurCviIhsQU97+sA7gHfHE8mzAJl06l7gU5l06j3xRLJ1GfteEPR7d6HswWUAfr+XUMBHu9/F9Jja7ry2O7Xd0L1s61noZ9KpGHAQeHzN5seA1e0ndrLvGhGAB3//P3atZhGRARQBlnf65l729Mc6z2uLza97bSf7rjoNHAIKOytPRGTgRbCzbsd6GfrFznMUyHY+jq17bSf7AhBPJNvAqcstUkRkgO24h7+qZydy44lkHjuUb1qz+WbsHvypne4rIiJb1+sTuR8H7smkU48CFnAv8NAmJ2a3s6+IiGxBr0P/PmAKeBL7r4zPYk/NJJNOPQgQTyTvutS+IiKyM0a77bSJTyIizqVlGEREHKTXwzuXxanLOGy1LZl0ygf8IfBKYAY4B3w0nkh+pKcFd9FOvo+ZdCoAfBeYiieSsV7UuRu22/ZMOvUzwPuAa7BnuX0onkj+fo/K7Zpt/j/fB/wB9tX7BvD1zr6XNa2xHzLp1N3AW4EbgW/GE8mXXWTfHefbsPX0nbqMw1bb4gbmgFdhz+d9E/AbmXTqLT2qczfs5Pv4O1zmXOYBseW2Z9Kp1wAPAr+GPb35WuCLPamy+7bzPf8jwANciX3hZgn4WA9q3A3ngN8DPryFfXecb8MW+u8A3h9PJM/GE8kF7Bk9b8ukUxu1Yzv7DrottSWeSJbiieRvxRPJp+OJZCueSD4BPAIkel5x92zr+5hJp24BXsfw/oJfaztt/93Ovn8TTyQb8USyEE8kv9fLYrtoO+2+Cvh0PJEsxhPJMvBJ4Ibeldo98UTyc/FE8nPA+S3svuN8G5rhnR4s4zCQLqctnT8BfwL44O5VuHu22/ZOez8G3N2bCnfPNn/eQ8Ct2GtTZYBJ4BvAu+KJ5MkeldwVO/h5/xDw5kw69QjQxB7ueGTXC+2jy823Yer17vYyDoPqctryQOd9qS7X1CvbbfuvAt+JJ5Jf3cWaemU7bR/HHs9+K/ZfOVcC88Cf72J9u2W73/M0MAHkOvtdA/z6LtU2KC4r34Yp9NcuzbAqtu61new76HbUlkw6dT92L/+18USyvjul7bottz2TTh3B7uG/Z/fL6omd/Lw/EE8kj3eGOe4BXtA50TlMtvM9N4EvA48CYezA+wrDey5jqy4r34Ym9J26jMNO2pJJpz6CfTL3lfFEMrvRPsNgm21/KTANPJlJp+aAzwGRTDo1l0mnbt/1Yrtsmz/vy9h/0q+96GYoL8DZ5vd8AjiM/cuu3Pll9wfAizLp1NSuF9snl5tvQzOm3+HUZRy23JZMOvUA8Arg5Z0TPMNuq23/NPClNZ/fDjyE/R8jt/tl7ort/Aw/CLwrk079NbCAfWL3n1bvRzFkttTueCKZzaRTTwN3Z9Kp93U2/zJwehg7O51zUqsPM5NO+YHWJn+p7zjfhi30nbqMw5banUmnDmP/0NeA5zLpC0P5X4snkq/tddFdsqW2xxPJClBZfVMmncoB7XgiOdfzirtnOz/vH8Qe23+ss+/XgTf2uN5u2U67X489xfEM9nmNJ4Cf7W25XfObwG+v+bwC/D3wsm7mm5ZhEBFxkKEZ0xcRkcun0BcRcRCFvoiIgyj0RUQcRKEvIuIgCn0REQcZtnn6Ij2VSafuA96OfX+Ct8UTyT/ub0Uil0ehL7KJTDr1IuA3gJ8D/oEfXeBKZCgp9EU2dxT7MvjP7/QLZNIpD9CIJ5K6ClIGgkJfZAOZdOqPsZcqJpNOrQb2/wAOAH+JvYzzOPaKjv9+da2XzvsOAJ/v7HMI+y5mK72rXmRzOpErsrF3Ab+CfWOOvZ0HwAuBlwGvwV67/kbgE+ve+0LsRe9+Dng+UN3tYkW2Sj19kQ3EE8nlTDq13Pl4DqCzgJ0J3NlZznj1ZtZ/lUmnjsYTyX/pvL3V2Ue9exk46umLbE9mNfA70p3nY2u2fV+BL4NKoS/SfaV+FyCyGYW+yPYcy6RTkTWfr96V6/v9KEZkuzSmL7I9bSCVSad+E/t2fR8FHlkzni8y0BT6ItvzLey7Un0Z+2bUXwJ+qZ8FiWyH7pwlskWrc/DjieRP9rsWkZ3SmL6IiIMo9EVEHETDOyIiDqKevoiIgyj0RUQcRKEvIuIgCn0REQdR6IuIOMj/ByaeLZ/SkLXTAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "dark"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=[5,5])\n",
    "ax=plt.gca()\n",
    "ax=zt.get().tpr.plot(ax=ax)\n",
    "plt.fill_between(x=zt.get().index, y1=zt.df_lim['U'].tpr,y2=zt.df_lim['L'].tpr, color='w',alpha=.2)\n",
    "ax.set_xlim(0,1)\n",
    "ax.set_ylim(0,1)\n",
    "ax.set_ylabel('tpr');"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(0.8627216035634744, 0.8682310816033634, 0.8572121255235855)"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "zt.auc()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='LR-'>"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "dark"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "zf=zt.get()\n",
    "zfu=zt.df_lim['U']\n",
    "zfl=zt.df_lim['L']\n",
    "plt.figure(figsize=[5,5])\n",
    "ax=plt.gca()\n",
    "ax=zf.plot(ax=ax,x='LR-',y='LR+')\n",
    "zfu.plot(ax=ax,x='LR-',y='LR+',style='--w')\n",
    "zfl.plot(ax=ax,x='LR-',y='LR+',style='--w')\n",
    "#ax.set_xlim(0.01,.98)\n",
    "#ax.set_ylim(0,1)\n",
    "#ax.set_ylabel('tpr');"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [],
   "source": [
    "ZU=zf+(zfu-zfl)/2\n",
    "ZL=zf-(zfu-zfl)/2\n",
    "Z=zf.join(ZU,rsuffix='_upper').join(ZL,rsuffix='_lower')\n",
    "#ax=Z.plot(x='LR-',y='LR+')\n",
    "#ax=Z.plot(ax=ax,x='LR-U',y='LR+U')\n",
    "#ax=Z.plot(ax=ax,x='LR-L',y='LR+L')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>tpr</th>\n",
       "      <th>ppv</th>\n",
       "      <th>acc</th>\n",
       "      <th>npv</th>\n",
       "      <th>LR+</th>\n",
       "      <th>LR-</th>\n",
       "      <th>threshold</th>\n",
       "      <th>tpr_upper</th>\n",
       "      <th>ppv_upper</th>\n",
       "      <th>acc_upper</th>\n",
       "      <th>...</th>\n",
       "      <th>LR+_upper</th>\n",
       "      <th>LR-_upper</th>\n",
       "      <th>threshold_upper</th>\n",
       "      <th>tpr_lower</th>\n",
       "      <th>ppv_lower</th>\n",
       "      <th>acc_lower</th>\n",
       "      <th>npv_lower</th>\n",
       "      <th>LR+_lower</th>\n",
       "      <th>LR-_lower</th>\n",
       "      <th>threshold_lower</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fpr</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0.000</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.466545</td>\n",
       "      <td>0.940000</td>\n",
       "      <td>0.940000</td>\n",
       "      <td>53.371754</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.478729</td>\n",
       "      <td>0.940000</td>\n",
       "      <td>...</td>\n",
       "      <td>58.964287</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.454361</td>\n",
       "      <td>0.940000</td>\n",
       "      <td>0.940000</td>\n",
       "      <td>47.779222</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>2.000000</td>\n",
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       "    <tr>\n",
       "      <th>0.001</th>\n",
       "      <td>0.067929</td>\n",
       "      <td>0.465717</td>\n",
       "      <td>0.942681</td>\n",
       "      <td>0.943769</td>\n",
       "      <td>47.438959</td>\n",
       "      <td>0.933449</td>\n",
       "      <td>0.040863</td>\n",
       "      <td>0.073085</td>\n",
       "      <td>0.477321</td>\n",
       "      <td>0.942991</td>\n",
       "      <td>...</td>\n",
       "      <td>52.595279</td>\n",
       "      <td>0.928287</td>\n",
       "      <td>0.040863</td>\n",
       "      <td>0.062772</td>\n",
       "      <td>0.454113</td>\n",
       "      <td>0.942372</td>\n",
       "      <td>0.943476</td>\n",
       "      <td>42.282640</td>\n",
       "      <td>0.938610</td>\n",
       "      <td>0.040863</td>\n",
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       "    <tr>\n",
       "      <th>0.002</th>\n",
       "      <td>0.095212</td>\n",
       "      <td>0.465172</td>\n",
       "      <td>0.943403</td>\n",
       "      <td>0.945274</td>\n",
       "      <td>39.355087</td>\n",
       "      <td>0.907012</td>\n",
       "      <td>0.034887</td>\n",
       "      <td>0.101226</td>\n",
       "      <td>0.476968</td>\n",
       "      <td>0.943764</td>\n",
       "      <td>...</td>\n",
       "      <td>42.362388</td>\n",
       "      <td>0.900985</td>\n",
       "      <td>0.034887</td>\n",
       "      <td>0.089197</td>\n",
       "      <td>0.453377</td>\n",
       "      <td>0.943042</td>\n",
       "      <td>0.944931</td>\n",
       "      <td>36.347786</td>\n",
       "      <td>0.913038</td>\n",
       "      <td>0.034887</td>\n",
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       "    <tr>\n",
       "      <th>0.003</th>\n",
       "      <td>0.118226</td>\n",
       "      <td>0.464622</td>\n",
       "      <td>0.943857</td>\n",
       "      <td>0.946542</td>\n",
       "      <td>34.580285</td>\n",
       "      <td>0.884816</td>\n",
       "      <td>0.031423</td>\n",
       "      <td>0.124842</td>\n",
       "      <td>0.476031</td>\n",
       "      <td>0.944254</td>\n",
       "      <td>...</td>\n",
       "      <td>36.785759</td>\n",
       "      <td>0.878179</td>\n",
       "      <td>0.031423</td>\n",
       "      <td>0.111609</td>\n",
       "      <td>0.453212</td>\n",
       "      <td>0.943460</td>\n",
       "      <td>0.946162</td>\n",
       "      <td>32.374811</td>\n",
       "      <td>0.891452</td>\n",
       "      <td>0.031423</td>\n",
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       "    <tr>\n",
       "      <th>0.004</th>\n",
       "      <td>0.144302</td>\n",
       "      <td>0.463917</td>\n",
       "      <td>0.944236</td>\n",
       "      <td>0.947982</td>\n",
       "      <td>31.392428</td>\n",
       "      <td>0.859710</td>\n",
       "      <td>0.028550</td>\n",
       "      <td>0.151503</td>\n",
       "      <td>0.474464</td>\n",
       "      <td>0.944668</td>\n",
       "      <td>...</td>\n",
       "      <td>33.192646</td>\n",
       "      <td>0.852480</td>\n",
       "      <td>0.028550</td>\n",
       "      <td>0.137101</td>\n",
       "      <td>0.453370</td>\n",
       "      <td>0.943804</td>\n",
       "      <td>0.947567</td>\n",
       "      <td>29.592210</td>\n",
       "      <td>0.866939</td>\n",
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       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
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       "    <tr>\n",
       "      <th>0.996</th>\n",
       "      <td>0.999805</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.063731</td>\n",
       "      <td>1.006055</td>\n",
       "      <td>1.003935</td>\n",
       "      <td>0.005165</td>\n",
       "      <td>0.003287</td>\n",
       "      <td>1.000091</td>\n",
       "      <td>0.000016</td>\n",
       "      <td>0.063748</td>\n",
       "      <td>...</td>\n",
       "      <td>1.004223</td>\n",
       "      <td>-0.055056</td>\n",
       "      <td>0.003287</td>\n",
       "      <td>0.999518</td>\n",
       "      <td>-0.000016</td>\n",
       "      <td>0.063714</td>\n",
       "      <td>1.001513</td>\n",
       "      <td>1.003648</td>\n",
       "      <td>0.065385</td>\n",
       "      <td>0.003287</td>\n",
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       "    <tr>\n",
       "      <th>0.997</th>\n",
       "      <td>0.999853</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062798</td>\n",
       "      <td>1.006325</td>\n",
       "      <td>1.002951</td>\n",
       "      <td>0.003874</td>\n",
       "      <td>0.003287</td>\n",
       "      <td>1.000102</td>\n",
       "      <td>0.000014</td>\n",
       "      <td>0.062813</td>\n",
       "      <td>...</td>\n",
       "      <td>1.003200</td>\n",
       "      <td>-0.061886</td>\n",
       "      <td>0.003287</td>\n",
       "      <td>0.999605</td>\n",
       "      <td>-0.000014</td>\n",
       "      <td>0.062783</td>\n",
       "      <td>1.001080</td>\n",
       "      <td>1.002703</td>\n",
       "      <td>0.069633</td>\n",
       "      <td>0.003287</td>\n",
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       "    <tr>\n",
       "      <th>0.998</th>\n",
       "      <td>0.999902</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.061866</td>\n",
       "      <td>1.006595</td>\n",
       "      <td>1.001968</td>\n",
       "      <td>0.002582</td>\n",
       "      <td>0.003287</td>\n",
       "      <td>1.000105</td>\n",
       "      <td>0.000011</td>\n",
       "      <td>0.061878</td>\n",
       "      <td>...</td>\n",
       "      <td>1.002171</td>\n",
       "      <td>-0.072469</td>\n",
       "      <td>0.003287</td>\n",
       "      <td>0.999700</td>\n",
       "      <td>-0.000011</td>\n",
       "      <td>0.061853</td>\n",
       "      <td>1.000171</td>\n",
       "      <td>1.001765</td>\n",
       "      <td>0.077634</td>\n",
       "      <td>0.003287</td>\n",
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       "    <tr>\n",
       "      <th>0.999</th>\n",
       "      <td>0.999951</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.060933</td>\n",
       "      <td>1.006865</td>\n",
       "      <td>1.000984</td>\n",
       "      <td>0.001291</td>\n",
       "      <td>0.003287</td>\n",
       "      <td>1.000094</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>0.060941</td>\n",
       "      <td>...</td>\n",
       "      <td>1.001127</td>\n",
       "      <td>-0.094734</td>\n",
       "      <td>0.003287</td>\n",
       "      <td>0.999808</td>\n",
       "      <td>-0.000008</td>\n",
       "      <td>0.060924</td>\n",
       "      <td>0.997780</td>\n",
       "      <td>1.000840</td>\n",
       "      <td>0.097317</td>\n",
       "      <td>0.003287</td>\n",
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       "    <tr>\n",
       "      <th>1.000</th>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.060000</td>\n",
       "      <td>1.007135</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.003287</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.060000</td>\n",
       "      <td>...</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.015871</td>\n",
       "      <td>0.003287</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.060000</td>\n",
       "      <td>1.005020</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.015871</td>\n",
       "      <td>0.003287</td>\n",
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       "  </tbody>\n",
       "</table>\n",
       "<p>1001 rows × 21 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            tpr       ppv       acc       npv        LR+       LR-  threshold   \n",
       "fpr                                                                             \n",
       "0.000  0.000000  0.466545  0.940000  0.940000  53.371754  1.000000   2.000000  \\\n",
       "0.001  0.067929  0.465717  0.942681  0.943769  47.438959  0.933449   0.040863   \n",
       "0.002  0.095212  0.465172  0.943403  0.945274  39.355087  0.907012   0.034887   \n",
       "0.003  0.118226  0.464622  0.943857  0.946542  34.580285  0.884816   0.031423   \n",
       "0.004  0.144302  0.463917  0.944236  0.947982  31.392428  0.859710   0.028550   \n",
       "...         ...       ...       ...       ...        ...       ...        ...   \n",
       "0.996  0.999805  0.000000  0.063731  1.006055   1.003935  0.005165   0.003287   \n",
       "0.997  0.999853  0.000000  0.062798  1.006325   1.002951  0.003874   0.003287   \n",
       "0.998  0.999902  0.000000  0.061866  1.006595   1.001968  0.002582   0.003287   \n",
       "0.999  0.999951  0.000000  0.060933  1.006865   1.000984  0.001291   0.003287   \n",
       "1.000  1.000000  0.000000  0.060000  1.007135   1.000000  0.000000   0.003287   \n",
       "\n",
       "       tpr_upper  ppv_upper  acc_upper  ...  LR+_upper  LR-_upper   \n",
       "fpr                                     ...                         \n",
       "0.000   0.000000   0.478729   0.940000  ...  58.964287   1.000000  \\\n",
       "0.001   0.073085   0.477321   0.942991  ...  52.595279   0.928287   \n",
       "0.002   0.101226   0.476968   0.943764  ...  42.362388   0.900985   \n",
       "0.003   0.124842   0.476031   0.944254  ...  36.785759   0.878179   \n",
       "0.004   0.151503   0.474464   0.944668  ...  33.192646   0.852480   \n",
       "...          ...        ...        ...  ...        ...        ...   \n",
       "0.996   1.000091   0.000016   0.063748  ...   1.004223  -0.055056   \n",
       "0.997   1.000102   0.000014   0.062813  ...   1.003200  -0.061886   \n",
       "0.998   1.000105   0.000011   0.061878  ...   1.002171  -0.072469   \n",
       "0.999   1.000094   0.000008   0.060941  ...   1.001127  -0.094734   \n",
       "1.000   1.000000   0.000000   0.060000  ...   1.000000  -0.015871   \n",
       "\n",
       "       threshold_upper  tpr_lower  ppv_lower  acc_lower  npv_lower  LR+_lower   \n",
       "fpr                                                                             \n",
       "0.000         2.000000   0.000000   0.454361   0.940000   0.940000  47.779222  \\\n",
       "0.001         0.040863   0.062772   0.454113   0.942372   0.943476  42.282640   \n",
       "0.002         0.034887   0.089197   0.453377   0.943042   0.944931  36.347786   \n",
       "0.003         0.031423   0.111609   0.453212   0.943460   0.946162  32.374811   \n",
       "0.004         0.028550   0.137101   0.453370   0.943804   0.947567  29.592210   \n",
       "...                ...        ...        ...        ...        ...        ...   \n",
       "0.996         0.003287   0.999518  -0.000016   0.063714   1.001513   1.003648   \n",
       "0.997         0.003287   0.999605  -0.000014   0.062783   1.001080   1.002703   \n",
       "0.998         0.003287   0.999700  -0.000011   0.061853   1.000171   1.001765   \n",
       "0.999         0.003287   0.999808  -0.000008   0.060924   0.997780   1.000840   \n",
       "1.000         0.003287   1.000000   0.000000   0.060000   1.005020   1.000000   \n",
       "\n",
       "       LR-_lower  threshold_lower  \n",
       "fpr                                \n",
       "0.000   1.000000         2.000000  \n",
       "0.001   0.938610         0.040863  \n",
       "0.002   0.913038         0.034887  \n",
       "0.003   0.891452         0.031423  \n",
       "0.004   0.866939         0.028550  \n",
       "...          ...              ...  \n",
       "0.996   0.065385         0.003287  \n",
       "0.997   0.069633         0.003287  \n",
       "0.998   0.077634         0.003287  \n",
       "0.999   0.097317         0.003287  \n",
       "1.000   0.015871         0.003287  \n",
       "\n",
       "[1001 rows x 21 columns]"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Z"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [],
   "source": [
    "Z.to_csv(data.replace('.csv','X.csv'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
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       "      <th>tpr</th>\n",
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       "      <td>0.464622</td>\n",
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       "      <td>0.946542</td>\n",
       "      <td>34.580285</td>\n",
       "      <td>0.884816</td>\n",
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       "      <th>0.004</th>\n",
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       "      <td>0.947982</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.063731</td>\n",
       "      <td>1.006055</td>\n",
       "      <td>1.003935</td>\n",
       "      <td>0.005165</td>\n",
       "      <td>0.003287</td>\n",
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       "    <tr>\n",
       "      <th>0.997</th>\n",
       "      <td>0.999853</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062798</td>\n",
       "      <td>1.006325</td>\n",
       "      <td>1.002951</td>\n",
       "      <td>0.003874</td>\n",
       "      <td>0.003287</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.998</th>\n",
       "      <td>0.999902</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.061866</td>\n",
       "      <td>1.006595</td>\n",
       "      <td>1.001968</td>\n",
       "      <td>0.002582</td>\n",
       "      <td>0.003287</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.999</th>\n",
       "      <td>0.999951</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.060933</td>\n",
       "      <td>1.006865</td>\n",
       "      <td>1.000984</td>\n",
       "      <td>0.001291</td>\n",
       "      <td>0.003287</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.000</th>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.060000</td>\n",
       "      <td>1.007135</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.003287</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1001 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            tpr       ppv       acc       npv        LR+       LR-  threshold\n",
       "fpr                                                                          \n",
       "0.000  0.000000  0.466545  0.940000  0.940000  53.371754  1.000000   2.000000\n",
       "0.001  0.067929  0.465717  0.942681  0.943769  47.438959  0.933449   0.040863\n",
       "0.002  0.095212  0.465172  0.943403  0.945274  39.355087  0.907012   0.034887\n",
       "0.003  0.118226  0.464622  0.943857  0.946542  34.580285  0.884816   0.031423\n",
       "0.004  0.144302  0.463917  0.944236  0.947982  31.392428  0.859710   0.028550\n",
       "...         ...       ...       ...       ...        ...       ...        ...\n",
       "0.996  0.999805  0.000000  0.063731  1.006055   1.003935  0.005165   0.003287\n",
       "0.997  0.999853  0.000000  0.062798  1.006325   1.002951  0.003874   0.003287\n",
       "0.998  0.999902  0.000000  0.061866  1.006595   1.001968  0.002582   0.003287\n",
       "0.999  0.999951  0.000000  0.060933  1.006865   1.000984  0.001291   0.003287\n",
       "1.000  1.000000  0.000000  0.060000  1.007135   1.000000  0.000000   0.003287\n",
       "\n",
       "[1001 rows x 7 columns]"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "zt.get()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "high precision operation:\n",
      " For every 1000 positive instances\n",
      " we raise 786 flags,\n",
      " out of which 359 are true positives\n",
      " 428 are false alarms\n",
      " 641 cases are missed\n",
      " Number needed to screen is 37\n",
      "\n",
      "\n",
      "high recall operation:\n",
      " For every 1000 positive instances\n",
      " we raise 1490 flags,\n",
      " out of which 607 are true positives\n",
      " 884 are false alarms\n",
      " 393 cases are missed\n",
      " Number needed to screen is 41\n"
     ]
    },
    {
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       "      <th>fpr</th>\n",
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       "      <th>high precision</th>\n",
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       "    <tr>\n",
       "      <th>high sensitivity</th>\n",
       "      <td>0.110</td>\n",
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       "                    fpr       tpr       ppv       acc       npv        LR+   \n",
       "high precision    0.001  0.067929  0.465717  0.942681  0.943769  47.438959  \\\n",
       "high sensitivity  0.110  0.659985  0.405076  0.876165  0.976208   6.038603   \n",
       "\n",
       "                       LR-  threshold   NNS  \n",
       "high precision    0.933449   0.040863  74.0  \n",
       "high sensitivity  0.381842   0.005905  82.0  "
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       "                  estimates\n",
       "POS                 1000.00\n",
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       "FP                   428.00\n",
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       "                  estimates\n",
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       "                  estimates\n",
       "POS                 1000.00\n",
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       "                  estimates\n",
       "POS                 1000.00\n",
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       "FLAGS               1490.00\n",
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      "text/plain": [
       "                  estimates\n",
       "POS                 1000.00\n",
       "TP                   607.00\n",
       "FP                   884.00\n",
       "NEG                15667.00\n",
       "FLAGS               1490.00\n",
       "FN                   393.00\n",
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      "text/plain": [
       "                  estimates\n",
       "POS                 1000.00\n",
       "TP                   607.00\n",
       "FP                   884.00\n",
       "NEG                15667.00\n",
       "FLAGS               1490.00\n",
       "FN                   393.00\n",
       "TN                 14783.00\n",
       "NNS                   82.00\n",
       "flagged_fraction       0.09"
      ]
     },
     "metadata": {},
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    }
   ],
   "source": [
    "zt.operating_zone(LRminus=.99,LRplus=6)\n",
    "#display(zt._operating_zone)\n",
    "rf0,txt0,resdf0=zt.interpret(fpr=zt._operating_zone.fpr.values[0],number_of_positives=1000,\n",
    "                      five_yr_survival=surv_rate,factor=F)\n",
    "\n",
    "rf0,txt0lb,resdf0lb=zt.interpret(fpr=zt._operating_zone.fpr.values[0],number_of_positives=1000,\n",
    "                      five_yr_survival=surv_rate_lb,factor=F)\n",
    "\n",
    "rf0,txt0ub,resdf0ub=zt.interpret(fpr=zt._operating_zone.fpr.values[0],number_of_positives=1000,\n",
    "                      five_yr_survival=surv_rate_ub,factor=F)\n",
    "\n",
    "\n",
    "rf1,txt1,resdf1=zt.interpret(fpr=zt._operating_zone.fpr.values[1],number_of_positives=1000,\n",
    "                      five_yr_survival=surv_rate,factor=F)\n",
    "rf1,txt1,resdf1ub=zt.interpret(fpr=zt._operating_zone.fpr.values[1],number_of_positives=1000,\n",
    "                      five_yr_survival=surv_rate_ub,factor=F)\n",
    "rf1,txt1,resdf1lb=zt.interpret(fpr=zt._operating_zone.fpr.values[1],number_of_positives=1000,\n",
    "                      five_yr_survival=surv_rate_lb,factor=F)\n",
    "print('high precision operation:\\n','\\n '.join(txt0))\n",
    "print('\\n')\n",
    "print('high recall operation:\\n','\\n '.join(txt1))\n",
    "zop=zt._operating_zone\n",
    "zop['NNS'] = [resdf0ub.T.NNS.values[0],resdf1ub.T.NNS.values[0]]\n",
    "display(zop)\n",
    "\n",
    "display(resdf0lb)\n",
    "display(resdf0)\n",
    "display(resdf0ub)\n",
    "display(resdf1)\n",
    "display(resdf1lb)\n",
    "display(resdf1ub)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## writing tables to latex"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "from zedstat.textable import textable\n",
    "#textable(zt.get(),tabname='table.tex',FORMAT='%1.1f',TABFORMAT='L{1in}|L{1in}|L{1in}|L{1in}|L{1in}|L{1in}|L{1in}|L{1in}',LNTERM='\\\\\\\\\\n')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>tpr</th>\n",
       "      <th>ppv</th>\n",
       "      <th>acc</th>\n",
       "      <th>npv</th>\n",
       "      <th>LR+</th>\n",
       "      <th>LR-</th>\n",
       "      <th>threshold</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fpr</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0.001</th>\n",
       "      <td>$0.045 \\pm 0.004$</td>\n",
       "      <td>$0.432 \\pm 0.017$</td>\n",
       "      <td>$0.941 \\pm 0.000$</td>\n",
       "      <td>$0.942 \\pm 0.000$</td>\n",
       "      <td>$31.58 \\pm 4.286$</td>\n",
       "      <td>$0.955 \\pm 0.004$</td>\n",
       "      <td>0.053186</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.097</th>\n",
       "      <td>$0.585 \\pm 0.010$</td>\n",
       "      <td>$0.381 \\pm 0.003$</td>\n",
       "      <td>$0.883 \\pm 0.000$</td>\n",
       "      <td>$0.971 \\pm 0.000$</td>\n",
       "      <td>$6.026 \\pm 0.104$</td>\n",
       "      <td>$0.459 \\pm 0.011$</td>\n",
       "      <td>0.013528</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                     tpr                ppv                acc   \n",
       "fpr                                                              \n",
       "0.001  $0.045 \\pm 0.004$  $0.432 \\pm 0.017$  $0.941 \\pm 0.000$  \\\n",
       "0.097  $0.585 \\pm 0.010$  $0.381 \\pm 0.003$  $0.883 \\pm 0.000$   \n",
       "\n",
       "                     npv                LR+                LR-  threshold  \n",
       "fpr                                                                        \n",
       "0.001  $0.942 \\pm 0.000$  $31.58 \\pm 4.286$  $0.955 \\pm 0.004$   0.053186  \n",
       "0.097  $0.971 \\pm 0.000$  $6.026 \\pm 0.104$  $0.459 \\pm 0.011$   0.013528  "
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#pd.options.display.html.use_mathjax = False\n",
    "from zedstat.textable import tablewithbounds\n",
    "xf=tablewithbounds(zt.get(),zt.usample(zt.df_lim['U']),zt.usample(zt.df_lim['L']))#.to_csv('table.csv')\n",
    "xf.loc[zt._operating_zone.fpr.values]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "from zedstat.textable import textable\n",
    "textable(xf,tabname='tmp.tex',FORMAT='%1.3f',INDEX=True,LNTERM='\\\\\\\\\\\\hline\\n')     "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\\begin{tabular}{L{1in}|L{1in}|L{1in}|L{1in}|L{1in}|L{1in}|L{1in}|L{1in}}\\hline\r\n",
      "fpr&tpr&ppv&acc&npv&LR+&LR-&threshold\\\\\\hline\r\n",
      "0.000& $0.0  \\pm  0.0$ & $0.433  \\pm  0.018$ & $0.94  \\pm  0.0$ & $0.940  \\pm  0.0$ & $31.81  \\pm  3.275$ & $1.0  \\pm  0.0$ &1.088\\\\\\hline\r\n",
      "0.001& $0.045  \\pm  0.004$ & $0.432  \\pm  0.017$ & $0.941  \\pm  0.000$ & $0.942  \\pm  0.000$ & $31.58  \\pm  4.286$ & $0.955  \\pm  0.004$ &0.053\\\\\\hline\r\n",
      "0.002& $0.066  \\pm  0.005$ & $0.431  \\pm  0.016$ & $0.941  \\pm  0.000$ & $0.943  \\pm  0.000$ & $27.08  \\pm  2.551$ & $0.935  \\pm  0.005$ &0.048\\\\\\hline\r\n",
      "0.003& $0.086  \\pm  0.005$ & $0.431  \\pm  0.015$ & $0.941  \\pm  0.000$ & $0.944  \\pm  0.000$ & $24.12  \\pm  1.915$ & $0.917  \\pm  0.005$ &0.044\\\\\\hline\r\n",
      "0.004& $0.096  \\pm  0.006$ & $0.430  \\pm  0.015$ & $0.941  \\pm  0.000$ & $0.945  \\pm  0.000$ & $22.73  \\pm  1.511$ & $0.907  \\pm  0.006$ &0.042\\\\\\hline\r\n",
      "0.005& $0.113  \\pm  0.006$ & $0.430  \\pm  0.013$ & $0.941  \\pm  0.000$ & $0.946  \\pm  0.000$ & $20.85  \\pm  1.301$ & $0.891  \\pm  0.006$ &0.039\\\\\\hline\r\n",
      "0.006& $0.130  \\pm  0.006$ & $0.429  \\pm  0.012$ & $0.941  \\pm  0.000$ & $0.947  \\pm  0.000$ & $19.85  \\pm  1.150$ & $0.875  \\pm  0.006$ &0.037\\\\\\hline\r\n",
      "0.007& $0.140  \\pm  0.007$ & $0.429  \\pm  0.012$ & $0.941  \\pm  0.000$ & $0.947  \\pm  0.000$ & $19.34  \\pm  1.016$ & $0.866  \\pm  0.007$ &0.036\\\\\\hline\r\n",
      "0.008& $0.156  \\pm  0.007$ & $0.428  \\pm  0.011$ & $0.941  \\pm  0.000$ & $0.948  \\pm  0.000$ & $18.52  \\pm  0.931$ & $0.850  \\pm  0.007$ &0.034\\\\\\hline\r\n",
      "0.009& $0.169  \\pm  0.007$ & $0.428  \\pm  0.011$ & $0.941  \\pm  0.000$ & $0.949  \\pm  0.000$ & $17.90  \\pm  0.853$ & $0.838  \\pm  0.007$ &0.033\\\\\\hline\r\n",
      "0.010& $0.184  \\pm  0.007$ & $0.427  \\pm  0.010$ & $0.940  \\pm  0.000$ & $0.949  \\pm  0.000$ & $17.21  \\pm  0.794$ & $0.824  \\pm  0.008$ &0.032\\\\\\hline\r\n",
      "0.011& $0.193  \\pm  0.008$ & $0.426  \\pm  0.010$ & $0.940  \\pm  0.000$ & $0.950  \\pm  0.000$ & $16.83  \\pm  0.735$ & $0.816  \\pm  0.008$ &0.031\\\\\\hline\r\n",
      "0.012& $0.202  \\pm  0.008$ & $0.426  \\pm  0.010$ & $0.940  \\pm  0.000$ & $0.950  \\pm  0.000$ & $16.45  \\pm  0.685$ & $0.807  \\pm  0.008$ &0.030\\\\\\hline\r\n",
      "0.013& $0.211  \\pm  0.008$ & $0.426  \\pm  0.009$ & $0.940  \\pm  0.000$ & $0.951  \\pm  0.000$ & $16.07  \\pm  0.643$ & $0.799  \\pm  0.008$ &0.030\\\\\\hline\r\n",
      "0.014& $0.220  \\pm  0.008$ & $0.425  \\pm  0.009$ & $0.939  \\pm  0.000$ & $0.951  \\pm  0.000$ & $15.70  \\pm  0.606$ & $0.790  \\pm  0.008$ &0.029\\\\\\hline\r\n",
      "0.015& $0.229  \\pm  0.008$ & $0.425  \\pm  0.009$ & $0.939  \\pm  0.000$ & $0.952  \\pm  0.000$ & $15.32  \\pm  0.574$ & $0.782  \\pm  0.008$ &0.028\\\\\\hline\r\n",
      "0.016& $0.245  \\pm  0.008$ & $0.424  \\pm  0.008$ & $0.938  \\pm  0.000$ & $0.953  \\pm  0.000$ & $14.69  \\pm  0.551$ & $0.767  \\pm  0.008$ &0.027\\\\\\hline\r\n",
      "0.017& $0.251  \\pm  0.008$ & $0.423  \\pm  0.008$ & $0.938  \\pm  0.000$ & $0.953  \\pm  0.000$ & $14.45  \\pm  0.523$ & $0.761  \\pm  0.009$ &0.027\\\\\\hline\r\n",
      "0.018& $0.258  \\pm  0.008$ & $0.423  \\pm  0.008$ & $0.938  \\pm  0.000$ & $0.954  \\pm  0.000$ & $14.20  \\pm  0.498$ & $0.755  \\pm  0.009$ &0.026\\\\\\hline\r\n",
      "0.019& $0.271  \\pm  0.009$ & $0.422  \\pm  0.008$ & $0.937  \\pm  0.000$ & $0.954  \\pm  0.000$ & $13.72  \\pm  0.479$ & $0.743  \\pm  0.009$ &0.026\\\\\\hline\r\n",
      "0.020& $0.277  \\pm  0.009$ & $0.422  \\pm  0.008$ & $0.937  \\pm  0.000$ & $0.955  \\pm  0.000$ & $13.49  \\pm  0.458$ & $0.737  \\pm  0.009$ &0.025\\\\\\hline\r\n",
      "0.021& $0.283  \\pm  0.009$ & $0.421  \\pm  0.008$ & $0.936  \\pm  0.000$ & $0.955  \\pm  0.000$ & $13.25  \\pm  0.439$ & $0.732  \\pm  0.009$ &0.025\\\\\\hline\r\n",
      "0.022& $0.289  \\pm  0.009$ & $0.421  \\pm  0.007$ & $0.936  \\pm  0.000$ & $0.955  \\pm  0.000$ & $13.02  \\pm  0.422$ & $0.726  \\pm  0.009$ &0.025\\\\\\hline\r\n",
      "0.023& $0.295  \\pm  0.009$ & $0.420  \\pm  0.007$ & $0.935  \\pm  0.000$ & $0.955  \\pm  0.000$ & $12.78  \\pm  0.406$ & $0.721  \\pm  0.009$ &0.024\\\\\\hline\r\n",
      "0.024& $0.301  \\pm  0.009$ & $0.420  \\pm  0.007$ & $0.935  \\pm  0.000$ & $0.956  \\pm  0.000$ & $12.55  \\pm  0.391$ & $0.715  \\pm  0.009$ &0.024\\\\\\hline\r\n",
      "0.025& $0.307  \\pm  0.009$ & $0.419  \\pm  0.007$ & $0.934  \\pm  0.000$ & $0.956  \\pm  0.000$ & $12.31  \\pm  0.378$ & $0.709  \\pm  0.009$ &0.024\\\\\\hline\r\n",
      "0.026& $0.318  \\pm  0.009$ & $0.419  \\pm  0.007$ & $0.934  \\pm  0.000$ & $0.957  \\pm  0.000$ & $11.95  \\pm  0.367$ & $0.700  \\pm  0.009$ &0.023\\\\\\hline\r\n",
      "0.027& $0.322  \\pm  0.009$ & $0.418  \\pm  0.007$ & $0.933  \\pm  0.000$ & $0.957  \\pm  0.000$ & $11.83  \\pm  0.354$ & $0.696  \\pm  0.009$ &0.023\\\\\\hline\r\n",
      "0.028& $0.330  \\pm  0.009$ & $0.418  \\pm  0.007$ & $0.933  \\pm  0.000$ & $0.957  \\pm  0.000$ & $11.60  \\pm  0.344$ & $0.689  \\pm  0.009$ &0.022\\\\\\hline\r\n",
      "0.029& $0.338  \\pm  0.009$ & $0.417  \\pm  0.007$ & $0.932  \\pm  0.000$ & $0.958  \\pm  0.000$ & $11.37  \\pm  0.334$ & $0.681  \\pm  0.009$ &0.022\\\\\\hline\r\n",
      "0.030& $0.343  \\pm  0.009$ & $0.416  \\pm  0.006$ & $0.931  \\pm  0.000$ & $0.958  \\pm  0.000$ & $11.23  \\pm  0.324$ & $0.677  \\pm  0.010$ &0.022\\\\\\hline\r\n",
      "0.031& $0.348  \\pm  0.009$ & $0.416  \\pm  0.006$ & $0.931  \\pm  0.000$ & $0.958  \\pm  0.000$ & $11.10  \\pm  0.314$ & $0.672  \\pm  0.010$ &0.022\\\\\\hline\r\n",
      "0.032& $0.353  \\pm  0.009$ & $0.415  \\pm  0.006$ & $0.930  \\pm  0.000$ & $0.959  \\pm  0.000$ & $10.96  \\pm  0.306$ & $0.668  \\pm  0.010$ &0.021\\\\\\hline\r\n",
      "0.033& $0.358  \\pm  0.009$ & $0.415  \\pm  0.006$ & $0.929  \\pm  0.000$ & $0.959  \\pm  0.000$ & $10.82  \\pm  0.297$ & $0.663  \\pm  0.010$ &0.021\\\\\\hline\r\n",
      "0.034& $0.363  \\pm  0.009$ & $0.414  \\pm  0.006$ & $0.929  \\pm  0.000$ & $0.959  \\pm  0.000$ & $10.68  \\pm  0.289$ & $0.659  \\pm  0.010$ &0.021\\\\\\hline\r\n",
      "0.035& $0.368  \\pm  0.009$ & $0.414  \\pm  0.006$ & $0.928  \\pm  0.000$ & $0.959  \\pm  0.000$ & $10.54  \\pm  0.282$ & $0.654  \\pm  0.010$ &0.021\\\\\\hline\r\n",
      "0.036& $0.373  \\pm  0.009$ & $0.414  \\pm  0.006$ & $0.928  \\pm  0.000$ & $0.960  \\pm  0.000$ & $10.41  \\pm  0.275$ & $0.650  \\pm  0.010$ &0.021\\\\\\hline\r\n",
      "0.037& $0.378  \\pm  0.009$ & $0.413  \\pm  0.006$ & $0.927  \\pm  0.000$ & $0.960  \\pm  0.000$ & $10.27  \\pm  0.268$ & $0.645  \\pm  0.010$ &0.020\\\\\\hline\r\n",
      "0.038& $0.383  \\pm  0.009$ & $0.413  \\pm  0.006$ & $0.927  \\pm  0.000$ & $0.960  \\pm  0.000$ & $10.13  \\pm  0.262$ & $0.641  \\pm  0.010$ &0.020\\\\\\hline\r\n",
      "0.039& $0.388  \\pm  0.009$ & $0.412  \\pm  0.006$ & $0.926  \\pm  0.000$ & $0.960  \\pm  0.000$ & $9.998  \\pm  0.256$ & $0.636  \\pm  0.010$ &0.020\\\\\\hline\r\n",
      "0.040& $0.397  \\pm  0.010$ & $0.411  \\pm  0.005$ & $0.925  \\pm  0.000$ & $0.961  \\pm  0.000$ & $9.773  \\pm  0.250$ & $0.628  \\pm  0.010$ &0.020\\\\\\hline\r\n",
      "0.041& $0.401  \\pm  0.010$ & $0.411  \\pm  0.005$ & $0.925  \\pm  0.000$ & $0.961  \\pm  0.000$ & $9.686  \\pm  0.245$ & $0.624  \\pm  0.010$ &0.019\\\\\\hline\r\n",
      "0.042& $0.405  \\pm  0.010$ & $0.410  \\pm  0.005$ & $0.924  \\pm  0.000$ & $0.961  \\pm  0.000$ & $9.599  \\pm  0.239$ & $0.620  \\pm  0.010$ &0.019\\\\\\hline\r\n",
      "0.043& $0.410  \\pm  0.010$ & $0.410  \\pm  0.005$ & $0.924  \\pm  0.000$ & $0.962  \\pm  0.000$ & $9.512  \\pm  0.234$ & $0.616  \\pm  0.010$ &0.019\\\\\\hline\r\n",
      "0.044& $0.417  \\pm  0.010$ & $0.409  \\pm  0.005$ & $0.922  \\pm  0.000$ & $0.962  \\pm  0.000$ & $9.337  \\pm  0.229$ & $0.609  \\pm  0.010$ &0.019\\\\\\hline\r\n",
      "0.045& $0.421  \\pm  0.010$ & $0.408  \\pm  0.005$ & $0.922  \\pm  0.000$ & $0.962  \\pm  0.000$ & $9.250  \\pm  0.224$ & $0.606  \\pm  0.010$ &0.019\\\\\\hline\r\n",
      "0.046& $0.425  \\pm  0.010$ & $0.408  \\pm  0.005$ & $0.921  \\pm  0.000$ & $0.962  \\pm  0.000$ & $9.163  \\pm  0.220$ & $0.602  \\pm  0.010$ &0.019\\\\\\hline\r\n",
      "0.047& $0.428  \\pm  0.010$ & $0.408  \\pm  0.005$ & $0.920  \\pm  0.000$ & $0.963  \\pm  0.000$ & $9.075  \\pm  0.215$ & $0.599  \\pm  0.010$ &0.018\\\\\\hline\r\n",
      "0.048& $0.432  \\pm  0.010$ & $0.407  \\pm  0.005$ & $0.920  \\pm  0.000$ & $0.963  \\pm  0.000$ & $8.988  \\pm  0.211$ & $0.596  \\pm  0.010$ &0.018\\\\\\hline\r\n",
      "0.049& $0.436  \\pm  0.010$ & $0.407  \\pm  0.005$ & $0.919  \\pm  0.000$ & $0.963  \\pm  0.000$ & $8.900  \\pm  0.207$ & $0.593  \\pm  0.010$ &0.018\\\\\\hline\r\n",
      "0.050& $0.439  \\pm  0.010$ & $0.406  \\pm  0.005$ & $0.918  \\pm  0.000$ & $0.963  \\pm  0.000$ & $8.813  \\pm  0.203$ & $0.589  \\pm  0.010$ &0.018\\\\\\hline\r\n",
      "0.051& $0.443  \\pm  0.010$ & $0.406  \\pm  0.005$ & $0.918  \\pm  0.000$ & $0.963  \\pm  0.000$ & $8.725  \\pm  0.199$ & $0.586  \\pm  0.010$ &0.018\\\\\\hline\r\n",
      "0.052& $0.447  \\pm  0.010$ & $0.405  \\pm  0.005$ & $0.917  \\pm  0.000$ & $0.964  \\pm  0.000$ & $8.638  \\pm  0.195$ & $0.583  \\pm  0.010$ &0.018\\\\\\hline\r\n",
      "0.053& $0.450  \\pm  0.010$ & $0.405  \\pm  0.005$ & $0.916  \\pm  0.000$ & $0.964  \\pm  0.000$ & $8.551  \\pm  0.192$ & $0.580  \\pm  0.010$ &0.018\\\\\\hline\r\n",
      "0.054& $0.454  \\pm  0.010$ & $0.404  \\pm  0.005$ & $0.916  \\pm  0.000$ & $0.964  \\pm  0.000$ & $8.463  \\pm  0.188$ & $0.576  \\pm  0.010$ &0.018\\\\\\hline\r\n",
      "0.055& $0.458  \\pm  0.010$ & $0.404  \\pm  0.005$ & $0.915  \\pm  0.000$ & $0.964  \\pm  0.000$ & $8.376  \\pm  0.185$ & $0.573  \\pm  0.010$ &0.017\\\\\\hline\r\n",
      "0.056& $0.461  \\pm  0.010$ & $0.403  \\pm  0.004$ & $0.914  \\pm  0.000$ & $0.964  \\pm  0.000$ & $8.288  \\pm  0.182$ & $0.570  \\pm  0.010$ &0.017\\\\\\hline\r\n",
      "0.057& $0.465  \\pm  0.010$ & $0.403  \\pm  0.004$ & $0.914  \\pm  0.000$ & $0.965  \\pm  0.000$ & $8.201  \\pm  0.179$ & $0.566  \\pm  0.010$ &0.017\\\\\\hline\r\n",
      "0.058& $0.468  \\pm  0.010$ & $0.402  \\pm  0.004$ & $0.913  \\pm  0.000$ & $0.965  \\pm  0.000$ & $8.113  \\pm  0.176$ & $0.563  \\pm  0.010$ &0.017\\\\\\hline\r\n",
      "0.059& $0.472  \\pm  0.010$ & $0.402  \\pm  0.004$ & $0.912  \\pm  0.000$ & $0.965  \\pm  0.000$ & $8.026  \\pm  0.173$ & $0.560  \\pm  0.010$ &0.017\\\\\\hline\r\n",
      "0.060& $0.478  \\pm  0.010$ & $0.401  \\pm  0.004$ & $0.911  \\pm  0.000$ & $0.965  \\pm  0.000$ & $7.880  \\pm  0.170$ & $0.554  \\pm  0.010$ &0.017\\\\\\hline\r\n",
      "0.061& $0.481  \\pm  0.010$ & $0.400  \\pm  0.004$ & $0.910  \\pm  0.000$ & $0.965  \\pm  0.000$ & $7.821  \\pm  0.167$ & $0.552  \\pm  0.010$ &0.017\\\\\\hline\r\n",
      "0.062& $0.484  \\pm  0.010$ & $0.400  \\pm  0.004$ & $0.910  \\pm  0.000$ & $0.966  \\pm  0.000$ & $7.763  \\pm  0.165$ & $0.550  \\pm  0.010$ &0.016\\\\\\hline\r\n",
      "0.063& $0.486  \\pm  0.010$ & $0.399  \\pm  0.004$ & $0.909  \\pm  0.000$ & $0.966  \\pm  0.000$ & $7.704  \\pm  0.162$ & $0.547  \\pm  0.010$ &0.016\\\\\\hline\r\n",
      "0.064& $0.492  \\pm  0.010$ & $0.398  \\pm  0.004$ & $0.908  \\pm  0.000$ & $0.966  \\pm  0.000$ & $7.593  \\pm  0.160$ & $0.542  \\pm  0.010$ &0.016\\\\\\hline\r\n",
      "0.065& $0.495  \\pm  0.010$ & $0.398  \\pm  0.004$ & $0.907  \\pm  0.000$ & $0.966  \\pm  0.000$ & $7.540  \\pm  0.157$ & $0.540  \\pm  0.010$ &0.016\\\\\\hline\r\n",
      "0.066& $0.498  \\pm  0.010$ & $0.397  \\pm  0.004$ & $0.907  \\pm  0.000$ & $0.966  \\pm  0.000$ & $7.488  \\pm  0.155$ & $0.537  \\pm  0.010$ &0.016\\\\\\hline\r\n",
      "0.067& $0.501  \\pm  0.010$ & $0.397  \\pm  0.004$ & $0.906  \\pm  0.000$ & $0.966  \\pm  0.000$ & $7.435  \\pm  0.152$ & $0.534  \\pm  0.010$ &0.016\\\\\\hline\r\n",
      "0.068& $0.504  \\pm  0.010$ & $0.396  \\pm  0.004$ & $0.905  \\pm  0.000$ & $0.967  \\pm  0.000$ & $7.382  \\pm  0.150$ & $0.532  \\pm  0.010$ &0.016\\\\\\hline\r\n",
      "0.069& $0.507  \\pm  0.010$ & $0.396  \\pm  0.004$ & $0.904  \\pm  0.000$ & $0.967  \\pm  0.000$ & $7.330  \\pm  0.148$ & $0.529  \\pm  0.011$ &0.016\\\\\\hline\r\n",
      "0.070& $0.510  \\pm  0.010$ & $0.395  \\pm  0.004$ & $0.904  \\pm  0.000$ & $0.967  \\pm  0.000$ & $7.277  \\pm  0.146$ & $0.526  \\pm  0.011$ &0.016\\\\\\hline\r\n",
      "0.071& $0.513  \\pm  0.010$ & $0.395  \\pm  0.004$ & $0.903  \\pm  0.000$ & $0.967  \\pm  0.000$ & $7.224  \\pm  0.144$ & $0.523  \\pm  0.011$ &0.016\\\\\\hline\r\n",
      "0.072& $0.516  \\pm  0.010$ & $0.395  \\pm  0.004$ & $0.902  \\pm  0.000$ & $0.967  \\pm  0.000$ & $7.172  \\pm  0.142$ & $0.521  \\pm  0.011$ &0.015\\\\\\hline\r\n",
      "0.073& $0.519  \\pm  0.010$ & $0.394  \\pm  0.004$ & $0.902  \\pm  0.000$ & $0.967  \\pm  0.000$ & $7.119  \\pm  0.140$ & $0.518  \\pm  0.011$ &0.015\\\\\\hline\r\n",
      "0.074& $0.522  \\pm  0.010$ & $0.394  \\pm  0.004$ & $0.901  \\pm  0.000$ & $0.968  \\pm  0.000$ & $7.067  \\pm  0.138$ & $0.515  \\pm  0.011$ &0.015\\\\\\hline\r\n",
      "0.075& $0.525  \\pm  0.010$ & $0.393  \\pm  0.004$ & $0.900  \\pm  0.000$ & $0.968  \\pm  0.000$ & $7.014  \\pm  0.136$ & $0.513  \\pm  0.011$ &0.015\\\\\\hline\r\n",
      "0.076& $0.528  \\pm  0.010$ & $0.393  \\pm  0.004$ & $0.900  \\pm  0.000$ & $0.968  \\pm  0.000$ & $6.961  \\pm  0.134$ & $0.510  \\pm  0.011$ &0.015\\\\\\hline\r\n",
      "0.077& $0.531  \\pm  0.010$ & $0.392  \\pm  0.004$ & $0.899  \\pm  0.000$ & $0.968  \\pm  0.000$ & $6.909  \\pm  0.132$ & $0.507  \\pm  0.011$ &0.015\\\\\\hline\r\n",
      "0.078& $0.534  \\pm  0.010$ & $0.392  \\pm  0.004$ & $0.898  \\pm  0.000$ & $0.968  \\pm  0.000$ & $6.856  \\pm  0.131$ & $0.504  \\pm  0.011$ &0.015\\\\\\hline\r\n",
      "0.079& $0.539  \\pm  0.010$ & $0.391  \\pm  0.004$ & $0.897  \\pm  0.000$ & $0.969  \\pm  0.000$ & $6.774  \\pm  0.129$ & $0.500  \\pm  0.011$ &0.015\\\\\\hline\r\n",
      "0.080& $0.541  \\pm  0.010$ & $0.390  \\pm  0.003$ & $0.896  \\pm  0.000$ & $0.969  \\pm  0.000$ & $6.744  \\pm  0.127$ & $0.498  \\pm  0.011$ &0.015\\\\\\hline\r\n",
      "0.081& $0.546  \\pm  0.010$ & $0.390  \\pm  0.003$ & $0.895  \\pm  0.000$ & $0.969  \\pm  0.000$ & $6.674  \\pm  0.125$ & $0.494  \\pm  0.011$ &0.015\\\\\\hline\r\n",
      "0.082& $0.548  \\pm  0.010$ & $0.389  \\pm  0.003$ & $0.895  \\pm  0.000$ & $0.969  \\pm  0.000$ & $6.634  \\pm  0.124$ & $0.492  \\pm  0.011$ &0.015\\\\\\hline\r\n",
      "0.083& $0.550  \\pm  0.010$ & $0.389  \\pm  0.003$ & $0.894  \\pm  0.000$ & $0.969  \\pm  0.000$ & $6.595  \\pm  0.122$ & $0.489  \\pm  0.011$ &0.014\\\\\\hline\r\n",
      "0.084& $0.553  \\pm  0.010$ & $0.388  \\pm  0.003$ & $0.893  \\pm  0.000$ & $0.969  \\pm  0.000$ & $6.555  \\pm  0.121$ & $0.487  \\pm  0.011$ &0.014\\\\\\hline\r\n",
      "0.085& $0.555  \\pm  0.010$ & $0.388  \\pm  0.003$ & $0.893  \\pm  0.000$ & $0.969  \\pm  0.000$ & $6.516  \\pm  0.119$ & $0.485  \\pm  0.011$ &0.014\\\\\\hline\r\n",
      "0.086& $0.558  \\pm  0.010$ & $0.387  \\pm  0.003$ & $0.892  \\pm  0.000$ & $0.970  \\pm  0.000$ & $6.476  \\pm  0.118$ & $0.483  \\pm  0.011$ &0.014\\\\\\hline\r\n",
      "0.087& $0.560  \\pm  0.010$ & $0.387  \\pm  0.003$ & $0.891  \\pm  0.000$ & $0.970  \\pm  0.000$ & $6.436  \\pm  0.116$ & $0.481  \\pm  0.011$ &0.014\\\\\\hline\r\n",
      "0.088& $0.564  \\pm  0.010$ & $0.386  \\pm  0.003$ & $0.890  \\pm  0.000$ & $0.970  \\pm  0.000$ & $6.374  \\pm  0.115$ & $0.478  \\pm  0.011$ &0.014\\\\\\hline\r\n",
      "0.089& $0.566  \\pm  0.010$ & $0.386  \\pm  0.003$ & $0.889  \\pm  0.000$ & $0.970  \\pm  0.000$ & $6.330  \\pm  0.114$ & $0.476  \\pm  0.011$ &0.014\\\\\\hline\r\n",
      "0.090& $0.569  \\pm  0.010$ & $0.385  \\pm  0.003$ & $0.888  \\pm  0.000$ & $0.970  \\pm  0.000$ & $6.273  \\pm  0.112$ & $0.473  \\pm  0.011$ &0.014\\\\\\hline\r\n",
      "0.091& $0.571  \\pm  0.010$ & $0.384  \\pm  0.003$ & $0.887  \\pm  0.000$ & $0.970  \\pm  0.000$ & $6.237  \\pm  0.111$ & $0.471  \\pm  0.011$ &0.014\\\\\\hline\r\n",
      "0.092& $0.574  \\pm  0.010$ & $0.384  \\pm  0.003$ & $0.887  \\pm  0.000$ & $0.970  \\pm  0.000$ & $6.202  \\pm  0.110$ & $0.469  \\pm  0.011$ &0.014\\\\\\hline\r\n",
      "0.093& $0.576  \\pm  0.010$ & $0.383  \\pm  0.003$ & $0.886  \\pm  0.000$ & $0.971  \\pm  0.000$ & $6.167  \\pm  0.108$ & $0.467  \\pm  0.011$ &0.014\\\\\\hline\r\n",
      "0.094& $0.578  \\pm  0.010$ & $0.383  \\pm  0.003$ & $0.885  \\pm  0.000$ & $0.971  \\pm  0.000$ & $6.132  \\pm  0.107$ & $0.465  \\pm  0.011$ &0.014\\\\\\hline\r\n",
      "0.095& $0.580  \\pm  0.010$ & $0.382  \\pm  0.003$ & $0.884  \\pm  0.000$ & $0.971  \\pm  0.000$ & $6.096  \\pm  0.106$ & $0.463  \\pm  0.011$ &0.014\\\\\\hline\r\n",
      "0.096& $0.582  \\pm  0.010$ & $0.382  \\pm  0.003$ & $0.884  \\pm  0.000$ & $0.971  \\pm  0.000$ & $6.061  \\pm  0.105$ & $0.461  \\pm  0.011$ &0.014\\\\\\hline\r\n",
      "0.097& $0.585  \\pm  0.010$ & $0.381  \\pm  0.003$ & $0.883  \\pm  0.000$ & $0.971  \\pm  0.000$ & $6.026  \\pm  0.104$ & $0.459  \\pm  0.011$ &0.014\\\\\\hline\r\n",
      "0.098& $0.587  \\pm  0.010$ & $0.381  \\pm  0.003$ & $0.882  \\pm  0.000$ & $0.971  \\pm  0.000$ & $5.991  \\pm  0.102$ & $0.457  \\pm  0.011$ &0.013\\\\\\hline\r\n",
      "0.099& $0.589  \\pm  0.010$ & $0.380  \\pm  0.003$ & $0.881  \\pm  0.000$ & $0.971  \\pm  0.000$ & $5.955  \\pm  0.101$ & $0.455  \\pm  0.011$ &0.013\\\\\\hline\r\n",
      "0.100& $0.591  \\pm  0.010$ & $0.380  \\pm  0.003$ & $0.881  \\pm  0.000$ & $0.971  \\pm  0.000$ & $5.920  \\pm  0.100$ & $0.453  \\pm  0.011$ &0.013\\\\\\hline\r\n",
      "0.101& $0.593  \\pm  0.010$ & $0.379  \\pm  0.003$ & $0.880  \\pm  0.000$ & $0.971  \\pm  0.000$ & $5.885  \\pm  0.099$ & $0.451  \\pm  0.011$ &0.013\\\\\\hline\r\n",
      "0.102& $0.596  \\pm  0.010$ & $0.379  \\pm  0.003$ & $0.879  \\pm  0.000$ & $0.972  \\pm  0.000$ & $5.850  \\pm  0.098$ & $0.449  \\pm  0.011$ &0.013\\\\\\hline\r\n",
      "0.103& $0.598  \\pm  0.010$ & $0.378  \\pm  0.003$ & $0.878  \\pm  0.000$ & $0.972  \\pm  0.000$ & $5.814  \\pm  0.097$ & $0.447  \\pm  0.011$ &0.013\\\\\\hline\r\n",
      "0.104& $0.600  \\pm  0.010$ & $0.378  \\pm  0.003$ & $0.878  \\pm  0.000$ & $0.972  \\pm  0.000$ & $5.779  \\pm  0.096$ & $0.445  \\pm  0.011$ &0.013\\\\\\hline\r\n",
      "0.105& $0.602  \\pm  0.010$ & $0.377  \\pm  0.003$ & $0.877  \\pm  0.000$ & $0.972  \\pm  0.000$ & $5.744  \\pm  0.095$ & $0.443  \\pm  0.011$ &0.013\\\\\\hline\r\n",
      "0.106& $0.604  \\pm  0.010$ & $0.377  \\pm  0.003$ & $0.876  \\pm  0.000$ & $0.972  \\pm  0.000$ & $5.709  \\pm  0.094$ & $0.441  \\pm  0.011$ &0.013\\\\\\hline\r\n",
      "0.107& $0.608  \\pm  0.009$ & $0.376  \\pm  0.003$ & $0.875  \\pm  0.000$ & $0.972  \\pm  0.000$ & $5.646  \\pm  0.093$ & $0.438  \\pm  0.011$ &0.013\\\\\\hline\r\n",
      "0.108& $0.610  \\pm  0.009$ & $0.375  \\pm  0.003$ & $0.874  \\pm  0.000$ & $0.972  \\pm  0.000$ & $5.619  \\pm  0.092$ & $0.436  \\pm  0.011$ &0.013\\\\\\hline\r\n",
      "0.109& $0.612  \\pm  0.009$ & $0.375  \\pm  0.003$ & $0.873  \\pm  0.000$ & $0.972  \\pm  0.000$ & $5.592  \\pm  0.091$ & $0.435  \\pm  0.011$ &0.013\\\\\\hline\r\n",
      "0.110& $0.614  \\pm  0.009$ & $0.374  \\pm  0.003$ & $0.872  \\pm  0.000$ & $0.973  \\pm  0.000$ & $5.564  \\pm  0.090$ & $0.433  \\pm  0.011$ &0.013\\\\\\hline\r\n",
      "0.111& $0.616  \\pm  0.009$ & $0.374  \\pm  0.003$ & $0.871  \\pm  0.000$ & $0.973  \\pm  0.000$ & $5.537  \\pm  0.089$ & $0.431  \\pm  0.011$ &0.013\\\\\\hline\r\n",
      "0.112& $0.618  \\pm  0.009$ & $0.373  \\pm  0.003$ & $0.871  \\pm  0.000$ & $0.973  \\pm  0.000$ & $5.510  \\pm  0.088$ & $0.430  \\pm  0.011$ &0.013\\\\\\hline\r\n",
      "0.113& $0.620  \\pm  0.009$ & $0.373  \\pm  0.003$ & $0.870  \\pm  0.000$ & $0.973  \\pm  0.000$ & $5.482  \\pm  0.088$ & $0.428  \\pm  0.011$ &0.013\\\\\\hline\r\n",
      "0.114& $0.621  \\pm  0.009$ & $0.372  \\pm  0.003$ & $0.869  \\pm  0.000$ & $0.973  \\pm  0.000$ & $5.455  \\pm  0.087$ & $0.426  \\pm  0.011$ &0.013\\\\\\hline\r\n",
      "0.115& $0.623  \\pm  0.009$ & $0.372  \\pm  0.003$ & $0.868  \\pm  0.000$ & $0.973  \\pm  0.000$ & $5.428  \\pm  0.086$ & $0.425  \\pm  0.011$ &0.013\\\\\\hline\r\n",
      "0.116& $0.625  \\pm  0.009$ & $0.371  \\pm  0.003$ & $0.867  \\pm  0.000$ & $0.973  \\pm  0.000$ & $5.401  \\pm  0.085$ & $0.423  \\pm  0.011$ &0.013\\\\\\hline\r\n",
      "0.117& $0.627  \\pm  0.009$ & $0.371  \\pm  0.002$ & $0.867  \\pm  0.000$ & $0.973  \\pm  0.000$ & $5.373  \\pm  0.084$ & $0.421  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.118& $0.629  \\pm  0.009$ & $0.370  \\pm  0.002$ & $0.866  \\pm  0.000$ & $0.973  \\pm  0.000$ & $5.346  \\pm  0.083$ & $0.420  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.119& $0.631  \\pm  0.009$ & $0.370  \\pm  0.002$ & $0.865  \\pm  0.000$ & $0.973  \\pm  0.000$ & $5.319  \\pm  0.083$ & $0.418  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.120& $0.633  \\pm  0.009$ & $0.369  \\pm  0.002$ & $0.864  \\pm  0.000$ & $0.974  \\pm  0.000$ & $5.291  \\pm  0.082$ & $0.416  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.121& $0.634  \\pm  0.009$ & $0.369  \\pm  0.002$ & $0.863  \\pm  0.000$ & $0.974  \\pm  0.000$ & $5.264  \\pm  0.081$ & $0.415  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.122& $0.636  \\pm  0.009$ & $0.368  \\pm  0.002$ & $0.863  \\pm  0.000$ & $0.974  \\pm  0.000$ & $5.237  \\pm  0.080$ & $0.413  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.123& $0.638  \\pm  0.009$ & $0.368  \\pm  0.002$ & $0.862  \\pm  0.000$ & $0.974  \\pm  0.000$ & $5.210  \\pm  0.080$ & $0.411  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.124& $0.640  \\pm  0.009$ & $0.367  \\pm  0.002$ & $0.861  \\pm  0.000$ & $0.974  \\pm  0.000$ & $5.182  \\pm  0.079$ & $0.410  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.125& $0.642  \\pm  0.009$ & $0.367  \\pm  0.002$ & $0.860  \\pm  0.000$ & $0.974  \\pm  0.000$ & $5.155  \\pm  0.078$ & $0.408  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.126& $0.644  \\pm  0.009$ & $0.366  \\pm  0.002$ & $0.859  \\pm  0.000$ & $0.974  \\pm  0.000$ & $5.128  \\pm  0.077$ & $0.407  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.127& $0.646  \\pm  0.009$ & $0.366  \\pm  0.002$ & $0.859  \\pm  0.000$ & $0.974  \\pm  0.000$ & $5.101  \\pm  0.077$ & $0.405  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.128& $0.647  \\pm  0.009$ & $0.365  \\pm  0.002$ & $0.858  \\pm  0.000$ & $0.974  \\pm  0.000$ & $5.073  \\pm  0.076$ & $0.403  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.129& $0.649  \\pm  0.009$ & $0.365  \\pm  0.002$ & $0.857  \\pm  0.000$ & $0.974  \\pm  0.000$ & $5.046  \\pm  0.075$ & $0.402  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.130& $0.651  \\pm  0.009$ & $0.364  \\pm  0.002$ & $0.856  \\pm  0.000$ & $0.975  \\pm  0.000$ & $5.019  \\pm  0.075$ & $0.400  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.131& $0.653  \\pm  0.009$ & $0.364  \\pm  0.002$ & $0.856  \\pm  0.000$ & $0.975  \\pm  0.000$ & $4.991  \\pm  0.074$ & $0.398  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.132& $0.656  \\pm  0.009$ & $0.363  \\pm  0.002$ & $0.854  \\pm  0.000$ & $0.975  \\pm  0.000$ & $4.943  \\pm  0.073$ & $0.395  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.133& $0.658  \\pm  0.009$ & $0.362  \\pm  0.002$ & $0.853  \\pm  0.000$ & $0.975  \\pm  0.000$ & $4.922  \\pm  0.073$ & $0.394  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.134& $0.660  \\pm  0.009$ & $0.362  \\pm  0.002$ & $0.852  \\pm  0.000$ & $0.975  \\pm  0.000$ & $4.901  \\pm  0.072$ & $0.392  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.135& $0.661  \\pm  0.009$ & $0.361  \\pm  0.002$ & $0.852  \\pm  0.000$ & $0.975  \\pm  0.000$ & $4.881  \\pm  0.071$ & $0.391  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.136& $0.663  \\pm  0.009$ & $0.361  \\pm  0.002$ & $0.851  \\pm  0.000$ & $0.975  \\pm  0.000$ & $4.860  \\pm  0.071$ & $0.390  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.137& $0.664  \\pm  0.009$ & $0.360  \\pm  0.002$ & $0.850  \\pm  0.000$ & $0.975  \\pm  0.000$ & $4.839  \\pm  0.070$ & $0.388  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.138& $0.666  \\pm  0.009$ & $0.360  \\pm  0.002$ & $0.849  \\pm  0.000$ & $0.975  \\pm  0.000$ & $4.818  \\pm  0.070$ & $0.387  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.139& $0.667  \\pm  0.009$ & $0.359  \\pm  0.002$ & $0.848  \\pm  0.000$ & $0.975  \\pm  0.000$ & $4.797  \\pm  0.069$ & $0.385  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.140& $0.669  \\pm  0.009$ & $0.359  \\pm  0.002$ & $0.848  \\pm  0.000$ & $0.976  \\pm  0.000$ & $4.776  \\pm  0.068$ & $0.384  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.141& $0.671  \\pm  0.009$ & $0.358  \\pm  0.002$ & $0.847  \\pm  0.000$ & $0.976  \\pm  0.000$ & $4.755  \\pm  0.068$ & $0.382  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.142& $0.672  \\pm  0.009$ & $0.358  \\pm  0.002$ & $0.846  \\pm  0.000$ & $0.976  \\pm  0.000$ & $4.734  \\pm  0.067$ & $0.381  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.143& $0.674  \\pm  0.009$ & $0.357  \\pm  0.002$ & $0.845  \\pm  0.000$ & $0.976  \\pm  0.000$ & $4.713  \\pm  0.067$ & $0.380  \\pm  0.011$ &0.012\\\\\\hline\r\n",
      "0.144& $0.675  \\pm  0.009$ & $0.357  \\pm  0.002$ & $0.845  \\pm  0.000$ & $0.976  \\pm  0.000$ & $4.692  \\pm  0.066$ & $0.378  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.145& $0.677  \\pm  0.009$ & $0.356  \\pm  0.002$ & $0.844  \\pm  0.000$ & $0.976  \\pm  0.000$ & $4.671  \\pm  0.066$ & $0.377  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.146& $0.680  \\pm  0.009$ & $0.355  \\pm  0.002$ & $0.842  \\pm  0.000$ & $0.976  \\pm  0.000$ & $4.634  \\pm  0.065$ & $0.374  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.147& $0.681  \\pm  0.009$ & $0.355  \\pm  0.002$ & $0.841  \\pm  0.000$ & $0.976  \\pm  0.000$ & $4.617  \\pm  0.064$ & $0.373  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.148& $0.682  \\pm  0.009$ & $0.354  \\pm  0.002$ & $0.840  \\pm  0.000$ & $0.976  \\pm  0.000$ & $4.600  \\pm  0.064$ & $0.372  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.149& $0.684  \\pm  0.009$ & $0.354  \\pm  0.002$ & $0.840  \\pm  0.000$ & $0.976  \\pm  0.000$ & $4.584  \\pm  0.063$ & $0.371  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.150& $0.685  \\pm  0.009$ & $0.353  \\pm  0.002$ & $0.839  \\pm  0.000$ & $0.976  \\pm  0.000$ & $4.567  \\pm  0.063$ & $0.370  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.151& $0.686  \\pm  0.009$ & $0.353  \\pm  0.002$ & $0.838  \\pm  0.000$ & $0.976  \\pm  0.000$ & $4.550  \\pm  0.062$ & $0.369  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.152& $0.687  \\pm  0.009$ & $0.352  \\pm  0.002$ & $0.837  \\pm  0.000$ & $0.977  \\pm  0.000$ & $4.533  \\pm  0.062$ & $0.368  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.153& $0.689  \\pm  0.009$ & $0.352  \\pm  0.002$ & $0.836  \\pm  0.000$ & $0.977  \\pm  0.000$ & $4.517  \\pm  0.061$ & $0.366  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.154& $0.690  \\pm  0.009$ & $0.351  \\pm  0.002$ & $0.835  \\pm  0.000$ & $0.977  \\pm  0.000$ & $4.500  \\pm  0.061$ & $0.365  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.155& $0.691  \\pm  0.009$ & $0.351  \\pm  0.002$ & $0.835  \\pm  0.000$ & $0.977  \\pm  0.000$ & $4.483  \\pm  0.061$ & $0.364  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.156& $0.692  \\pm  0.009$ & $0.350  \\pm  0.002$ & $0.834  \\pm  0.000$ & $0.977  \\pm  0.000$ & $4.466  \\pm  0.060$ & $0.363  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.157& $0.694  \\pm  0.009$ & $0.350  \\pm  0.002$ & $0.833  \\pm  0.000$ & $0.977  \\pm  0.000$ & $4.450  \\pm  0.060$ & $0.362  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.158& $0.695  \\pm  0.009$ & $0.349  \\pm  0.002$ & $0.832  \\pm  0.000$ & $0.977  \\pm  0.000$ & $4.433  \\pm  0.059$ & $0.361  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.159& $0.696  \\pm  0.009$ & $0.349  \\pm  0.002$ & $0.831  \\pm  0.000$ & $0.977  \\pm  0.000$ & $4.416  \\pm  0.059$ & $0.360  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.160& $0.697  \\pm  0.009$ & $0.348  \\pm  0.002$ & $0.830  \\pm  0.000$ & $0.977  \\pm  0.000$ & $4.399  \\pm  0.058$ & $0.359  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.161& $0.699  \\pm  0.009$ & $0.348  \\pm  0.002$ & $0.829  \\pm  0.000$ & $0.977  \\pm  0.000$ & $4.383  \\pm  0.058$ & $0.358  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.162& $0.700  \\pm  0.009$ & $0.347  \\pm  0.002$ & $0.829  \\pm  0.000$ & $0.977  \\pm  0.000$ & $4.366  \\pm  0.057$ & $0.356  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.163& $0.701  \\pm  0.009$ & $0.347  \\pm  0.002$ & $0.828  \\pm  0.000$ & $0.977  \\pm  0.000$ & $4.349  \\pm  0.057$ & $0.355  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.164& $0.703  \\pm  0.009$ & $0.346  \\pm  0.002$ & $0.827  \\pm  0.000$ & $0.977  \\pm  0.000$ & $4.332  \\pm  0.057$ & $0.354  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.165& $0.704  \\pm  0.009$ & $0.345  \\pm  0.002$ & $0.826  \\pm  0.000$ & $0.977  \\pm  0.000$ & $4.316  \\pm  0.056$ & $0.353  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.166& $0.705  \\pm  0.009$ & $0.345  \\pm  0.002$ & $0.825  \\pm  0.000$ & $0.978  \\pm  0.000$ & $4.299  \\pm  0.056$ & $0.352  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.167& $0.706  \\pm  0.009$ & $0.344  \\pm  0.002$ & $0.824  \\pm  0.000$ & $0.978  \\pm  0.000$ & $4.282  \\pm  0.055$ & $0.351  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.168& $0.708  \\pm  0.009$ & $0.344  \\pm  0.002$ & $0.824  \\pm  0.000$ & $0.978  \\pm  0.000$ & $4.265  \\pm  0.055$ & $0.350  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.169& $0.709  \\pm  0.009$ & $0.343  \\pm  0.002$ & $0.823  \\pm  0.000$ & $0.978  \\pm  0.000$ & $4.249  \\pm  0.055$ & $0.349  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.170& $0.710  \\pm  0.009$ & $0.343  \\pm  0.002$ & $0.822  \\pm  0.000$ & $0.978  \\pm  0.000$ & $4.232  \\pm  0.054$ & $0.348  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.171& $0.711  \\pm  0.009$ & $0.342  \\pm  0.002$ & $0.821  \\pm  0.000$ & $0.978  \\pm  0.000$ & $4.215  \\pm  0.054$ & $0.346  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.172& $0.713  \\pm  0.009$ & $0.342  \\pm  0.002$ & $0.820  \\pm  0.000$ & $0.978  \\pm  0.000$ & $4.198  \\pm  0.053$ & $0.345  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.173& $0.714  \\pm  0.009$ & $0.341  \\pm  0.002$ & $0.819  \\pm  0.000$ & $0.978  \\pm  0.000$ & $4.182  \\pm  0.053$ & $0.344  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.174& $0.715  \\pm  0.009$ & $0.341  \\pm  0.002$ & $0.818  \\pm  0.000$ & $0.978  \\pm  0.000$ & $4.165  \\pm  0.053$ & $0.343  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.175& $0.716  \\pm  0.009$ & $0.340  \\pm  0.002$ & $0.818  \\pm  0.000$ & $0.978  \\pm  0.000$ & $4.148  \\pm  0.052$ & $0.342  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.176& $0.718  \\pm  0.009$ & $0.340  \\pm  0.002$ & $0.817  \\pm  0.000$ & $0.978  \\pm  0.000$ & $4.131  \\pm  0.052$ & $0.341  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.177& $0.719  \\pm  0.009$ & $0.339  \\pm  0.002$ & $0.816  \\pm  0.000$ & $0.978  \\pm  0.000$ & $4.115  \\pm  0.052$ & $0.340  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.178& $0.720  \\pm  0.009$ & $0.339  \\pm  0.002$ & $0.815  \\pm  0.000$ & $0.978  \\pm  0.000$ & $4.098  \\pm  0.051$ & $0.339  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.179& $0.721  \\pm  0.009$ & $0.338  \\pm  0.002$ & $0.814  \\pm  0.000$ & $0.978  \\pm  0.000$ & $4.081  \\pm  0.051$ & $0.338  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.180& $0.723  \\pm  0.009$ & $0.338  \\pm  0.002$ & $0.813  \\pm  0.000$ & $0.978  \\pm  0.000$ & $4.064  \\pm  0.050$ & $0.336  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.181& $0.724  \\pm  0.009$ & $0.337  \\pm  0.002$ & $0.813  \\pm  0.000$ & $0.979  \\pm  0.000$ & $4.048  \\pm  0.050$ & $0.335  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.182& $0.725  \\pm  0.009$ & $0.337  \\pm  0.002$ & $0.812  \\pm  0.000$ & $0.979  \\pm  0.000$ & $4.031  \\pm  0.050$ & $0.334  \\pm  0.011$ &0.011\\\\\\hline\r\n",
      "0.183& $0.726  \\pm  0.009$ & $0.336  \\pm  0.002$ & $0.811  \\pm  0.000$ & $0.979  \\pm  0.000$ & $4.014  \\pm  0.049$ & $0.333  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.184& $0.728  \\pm  0.009$ & $0.336  \\pm  0.002$ & $0.810  \\pm  0.000$ & $0.979  \\pm  0.000$ & $3.997  \\pm  0.049$ & $0.332  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.185& $0.729  \\pm  0.009$ & $0.335  \\pm  0.002$ & $0.809  \\pm  0.000$ & $0.979  \\pm  0.000$ & $3.981  \\pm  0.049$ & $0.331  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.186& $0.730  \\pm  0.009$ & $0.335  \\pm  0.001$ & $0.808  \\pm  0.000$ & $0.979  \\pm  0.000$ & $3.964  \\pm  0.048$ & $0.330  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.187& $0.732  \\pm  0.009$ & $0.334  \\pm  0.001$ & $0.807  \\pm  0.000$ & $0.979  \\pm  0.000$ & $3.947  \\pm  0.048$ & $0.329  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.188& $0.733  \\pm  0.009$ & $0.334  \\pm  0.001$ & $0.807  \\pm  0.000$ & $0.979  \\pm  0.000$ & $3.930  \\pm  0.048$ & $0.328  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.189& $0.734  \\pm  0.009$ & $0.333  \\pm  0.001$ & $0.806  \\pm  0.000$ & $0.979  \\pm  0.000$ & $3.914  \\pm  0.047$ & $0.326  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.190& $0.735  \\pm  0.009$ & $0.333  \\pm  0.001$ & $0.805  \\pm  0.000$ & $0.979  \\pm  0.000$ & $3.897  \\pm  0.047$ & $0.325  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.191& $0.737  \\pm  0.009$ & $0.332  \\pm  0.001$ & $0.804  \\pm  0.000$ & $0.979  \\pm  0.000$ & $3.880  \\pm  0.047$ & $0.324  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.192& $0.738  \\pm  0.009$ & $0.332  \\pm  0.001$ & $0.803  \\pm  0.000$ & $0.979  \\pm  0.000$ & $3.863  \\pm  0.046$ & $0.323  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.193& $0.739  \\pm  0.008$ & $0.331  \\pm  0.001$ & $0.802  \\pm  0.000$ & $0.979  \\pm  0.000$ & $3.847  \\pm  0.046$ & $0.322  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.194& $0.740  \\pm  0.008$ & $0.331  \\pm  0.001$ & $0.802  \\pm  0.000$ & $0.979  \\pm  0.000$ & $3.830  \\pm  0.046$ & $0.321  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.195& $0.742  \\pm  0.008$ & $0.330  \\pm  0.001$ & $0.801  \\pm  0.000$ & $0.979  \\pm  0.000$ & $3.813  \\pm  0.045$ & $0.320  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.196& $0.743  \\pm  0.008$ & $0.330  \\pm  0.001$ & $0.800  \\pm  0.000$ & $0.980  \\pm  0.000$ & $3.796  \\pm  0.045$ & $0.319  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.197& $0.745  \\pm  0.008$ & $0.328  \\pm  0.001$ & $0.798  \\pm  0.000$ & $0.980  \\pm  0.000$ & $3.767  \\pm  0.045$ & $0.317  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.198& $0.746  \\pm  0.008$ & $0.328  \\pm  0.001$ & $0.797  \\pm  0.000$ & $0.980  \\pm  0.000$ & $3.755  \\pm  0.045$ & $0.316  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.199& $0.747  \\pm  0.008$ & $0.327  \\pm  0.001$ & $0.796  \\pm  0.000$ & $0.980  \\pm  0.000$ & $3.743  \\pm  0.044$ & $0.315  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.200& $0.748  \\pm  0.008$ & $0.327  \\pm  0.001$ & $0.796  \\pm  0.000$ & $0.980  \\pm  0.000$ & $3.731  \\pm  0.044$ & $0.314  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.201& $0.749  \\pm  0.008$ & $0.326  \\pm  0.001$ & $0.795  \\pm  0.000$ & $0.980  \\pm  0.000$ & $3.719  \\pm  0.044$ & $0.313  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.202& $0.750  \\pm  0.008$ & $0.326  \\pm  0.001$ & $0.794  \\pm  0.000$ & $0.980  \\pm  0.000$ & $3.707  \\pm  0.043$ & $0.312  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.203& $0.751  \\pm  0.008$ & $0.325  \\pm  0.001$ & $0.793  \\pm  0.000$ & $0.980  \\pm  0.000$ & $3.695  \\pm  0.043$ & $0.312  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.204& $0.752  \\pm  0.008$ & $0.325  \\pm  0.001$ & $0.792  \\pm  0.000$ & $0.980  \\pm  0.000$ & $3.683  \\pm  0.043$ & $0.311  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.205& $0.753  \\pm  0.008$ & $0.324  \\pm  0.001$ & $0.791  \\pm  0.000$ & $0.980  \\pm  0.000$ & $3.671  \\pm  0.043$ & $0.310  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.206& $0.754  \\pm  0.008$ & $0.324  \\pm  0.001$ & $0.791  \\pm  0.000$ & $0.980  \\pm  0.000$ & $3.659  \\pm  0.042$ & $0.309  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.207& $0.755  \\pm  0.008$ & $0.323  \\pm  0.001$ & $0.790  \\pm  0.000$ & $0.980  \\pm  0.000$ & $3.647  \\pm  0.042$ & $0.308  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.208& $0.756  \\pm  0.008$ & $0.323  \\pm  0.001$ & $0.789  \\pm  0.000$ & $0.980  \\pm  0.000$ & $3.635  \\pm  0.042$ & $0.307  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.209& $0.757  \\pm  0.008$ & $0.322  \\pm  0.001$ & $0.788  \\pm  0.000$ & $0.980  \\pm  0.000$ & $3.622  \\pm  0.042$ & $0.307  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.210& $0.758  \\pm  0.008$ & $0.322  \\pm  0.001$ & $0.787  \\pm  0.000$ & $0.980  \\pm  0.000$ & $3.610  \\pm  0.041$ & $0.306  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.211& $0.759  \\pm  0.008$ & $0.321  \\pm  0.001$ & $0.786  \\pm  0.000$ & $0.980  \\pm  0.000$ & $3.598  \\pm  0.041$ & $0.305  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.212& $0.760  \\pm  0.008$ & $0.321  \\pm  0.001$ & $0.786  \\pm  0.000$ & $0.980  \\pm  0.000$ & $3.586  \\pm  0.041$ & $0.304  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.213& $0.760  \\pm  0.008$ & $0.320  \\pm  0.001$ & $0.785  \\pm  0.000$ & $0.980  \\pm  0.000$ & $3.574  \\pm  0.041$ & $0.303  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.214& $0.761  \\pm  0.008$ & $0.320  \\pm  0.001$ & $0.784  \\pm  0.000$ & $0.981  \\pm  0.000$ & $3.562  \\pm  0.040$ & $0.302  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.215& $0.762  \\pm  0.008$ & $0.319  \\pm  0.001$ & $0.783  \\pm  0.000$ & $0.981  \\pm  0.000$ & $3.550  \\pm  0.040$ & $0.302  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.216& $0.763  \\pm  0.008$ & $0.319  \\pm  0.001$ & $0.782  \\pm  0.000$ & $0.981  \\pm  0.000$ & $3.538  \\pm  0.040$ & $0.301  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.217& $0.764  \\pm  0.008$ & $0.318  \\pm  0.001$ & $0.781  \\pm  0.000$ & $0.981  \\pm  0.000$ & $3.526  \\pm  0.040$ & $0.300  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.218& $0.765  \\pm  0.008$ & $0.318  \\pm  0.001$ & $0.781  \\pm  0.000$ & $0.981  \\pm  0.000$ & $3.514  \\pm  0.039$ & $0.299  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.219& $0.767  \\pm  0.008$ & $0.317  \\pm  0.001$ & $0.779  \\pm  0.000$ & $0.981  \\pm  0.000$ & $3.491  \\pm  0.039$ & $0.297  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.220& $0.768  \\pm  0.008$ & $0.316  \\pm  0.001$ & $0.778  \\pm  0.000$ & $0.981  \\pm  0.000$ & $3.481  \\pm  0.039$ & $0.297  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.221& $0.769  \\pm  0.008$ & $0.316  \\pm  0.001$ & $0.777  \\pm  0.000$ & $0.981  \\pm  0.000$ & $3.471  \\pm  0.039$ & $0.296  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.222& $0.770  \\pm  0.008$ & $0.315  \\pm  0.001$ & $0.776  \\pm  0.000$ & $0.981  \\pm  0.000$ & $3.460  \\pm  0.038$ & $0.295  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.223& $0.771  \\pm  0.008$ & $0.315  \\pm  0.001$ & $0.775  \\pm  0.000$ & $0.981  \\pm  0.000$ & $3.450  \\pm  0.038$ & $0.294  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.224& $0.771  \\pm  0.008$ & $0.314  \\pm  0.001$ & $0.775  \\pm  0.000$ & $0.981  \\pm  0.000$ & $3.440  \\pm  0.038$ & $0.294  \\pm  0.011$ &0.010\\\\\\hline\r\n",
      "0.225& $0.772  \\pm  0.008$ & $0.314  \\pm  0.001$ & $0.774  \\pm  0.000$ & $0.981  \\pm  0.000$ & $3.429  \\pm  0.038$ & $0.293  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.226& $0.773  \\pm  0.008$ & $0.313  \\pm  0.001$ & $0.773  \\pm  0.000$ & $0.981  \\pm  0.000$ & $3.419  \\pm  0.037$ & $0.292  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.227& $0.774  \\pm  0.008$ & $0.313  \\pm  0.001$ & $0.772  \\pm  0.000$ & $0.981  \\pm  0.000$ & $3.408  \\pm  0.037$ & $0.291  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.228& $0.775  \\pm  0.008$ & $0.312  \\pm  0.001$ & $0.771  \\pm  0.000$ & $0.981  \\pm  0.000$ & $3.398  \\pm  0.037$ & $0.291  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.229& $0.776  \\pm  0.008$ & $0.312  \\pm  0.001$ & $0.770  \\pm  0.000$ & $0.981  \\pm  0.000$ & $3.388  \\pm  0.037$ & $0.290  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.230& $0.777  \\pm  0.008$ & $0.311  \\pm  0.001$ & $0.770  \\pm  0.000$ & $0.981  \\pm  0.000$ & $3.377  \\pm  0.037$ & $0.289  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.231& $0.778  \\pm  0.008$ & $0.311  \\pm  0.001$ & $0.769  \\pm  0.000$ & $0.981  \\pm  0.000$ & $3.367  \\pm  0.036$ & $0.288  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.232& $0.778  \\pm  0.008$ & $0.310  \\pm  0.001$ & $0.768  \\pm  0.000$ & $0.981  \\pm  0.000$ & $3.357  \\pm  0.036$ & $0.287  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.233& $0.779  \\pm  0.008$ & $0.310  \\pm  0.001$ & $0.767  \\pm  0.000$ & $0.981  \\pm  0.000$ & $3.346  \\pm  0.036$ & $0.287  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.234& $0.780  \\pm  0.008$ & $0.309  \\pm  0.001$ & $0.766  \\pm  0.000$ & $0.982  \\pm  0.000$ & $3.336  \\pm  0.036$ & $0.286  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.235& $0.781  \\pm  0.008$ & $0.309  \\pm  0.001$ & $0.765  \\pm  0.000$ & $0.982  \\pm  0.000$ & $3.326  \\pm  0.036$ & $0.285  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.236& $0.782  \\pm  0.008$ & $0.308  \\pm  0.001$ & $0.764  \\pm  0.000$ & $0.982  \\pm  0.000$ & $3.315  \\pm  0.035$ & $0.284  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.237& $0.783  \\pm  0.008$ & $0.308  \\pm  0.001$ & $0.764  \\pm  0.000$ & $0.982  \\pm  0.000$ & $3.305  \\pm  0.035$ & $0.284  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.238& $0.784  \\pm  0.008$ & $0.307  \\pm  0.001$ & $0.763  \\pm  0.000$ & $0.982  \\pm  0.000$ & $3.295  \\pm  0.035$ & $0.283  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.239& $0.784  \\pm  0.008$ & $0.307  \\pm  0.001$ & $0.762  \\pm  0.000$ & $0.982  \\pm  0.000$ & $3.284  \\pm  0.035$ & $0.282  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.240& $0.786  \\pm  0.008$ & $0.306  \\pm  0.001$ & $0.760  \\pm  0.000$ & $0.982  \\pm  0.000$ & $3.265  \\pm  0.034$ & $0.281  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.241& $0.787  \\pm  0.008$ & $0.305  \\pm  0.001$ & $0.759  \\pm  0.000$ & $0.982  \\pm  0.000$ & $3.257  \\pm  0.034$ & $0.280  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.242& $0.788  \\pm  0.008$ & $0.305  \\pm  0.001$ & $0.758  \\pm  0.000$ & $0.982  \\pm  0.000$ & $3.249  \\pm  0.034$ & $0.279  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.243& $0.788  \\pm  0.008$ & $0.304  \\pm  0.001$ & $0.758  \\pm  0.000$ & $0.982  \\pm  0.000$ & $3.240  \\pm  0.034$ & $0.279  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.244& $0.789  \\pm  0.008$ & $0.304  \\pm  0.001$ & $0.757  \\pm  0.000$ & $0.982  \\pm  0.000$ & $3.232  \\pm  0.034$ & $0.278  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.245& $0.790  \\pm  0.008$ & $0.303  \\pm  0.001$ & $0.756  \\pm  0.000$ & $0.982  \\pm  0.000$ & $3.223  \\pm  0.034$ & $0.277  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.246& $0.791  \\pm  0.008$ & $0.303  \\pm  0.001$ & $0.755  \\pm  0.000$ & $0.982  \\pm  0.000$ & $3.215  \\pm  0.033$ & $0.277  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.247& $0.791  \\pm  0.008$ & $0.302  \\pm  0.001$ & $0.754  \\pm  0.000$ & $0.982  \\pm  0.000$ & $3.206  \\pm  0.033$ & $0.276  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.248& $0.792  \\pm  0.008$ & $0.302  \\pm  0.001$ & $0.753  \\pm  0.000$ & $0.982  \\pm  0.000$ & $3.198  \\pm  0.033$ & $0.275  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.249& $0.793  \\pm  0.008$ & $0.301  \\pm  0.001$ & $0.752  \\pm  0.000$ & $0.982  \\pm  0.000$ & $3.189  \\pm  0.033$ & $0.275  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.250& $0.794  \\pm  0.008$ & $0.301  \\pm  0.001$ & $0.751  \\pm  0.000$ & $0.982  \\pm  0.000$ & $3.181  \\pm  0.033$ & $0.274  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.251& $0.794  \\pm  0.008$ & $0.300  \\pm  0.001$ & $0.751  \\pm  0.000$ & $0.982  \\pm  0.000$ & $3.172  \\pm  0.032$ & $0.273  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.252& $0.795  \\pm  0.008$ & $0.300  \\pm  0.001$ & $0.750  \\pm  0.000$ & $0.982  \\pm  0.000$ & $3.164  \\pm  0.032$ & $0.273  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.253& $0.796  \\pm  0.008$ & $0.299  \\pm  0.001$ & $0.749  \\pm  0.000$ & $0.982  \\pm  0.000$ & $3.156  \\pm  0.032$ & $0.272  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.254& $0.797  \\pm  0.008$ & $0.299  \\pm  0.001$ & $0.748  \\pm  0.000$ & $0.982  \\pm  0.000$ & $3.147  \\pm  0.032$ & $0.271  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.255& $0.797  \\pm  0.008$ & $0.298  \\pm  0.001$ & $0.747  \\pm  0.000$ & $0.982  \\pm  0.000$ & $3.139  \\pm  0.032$ & $0.271  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.256& $0.798  \\pm  0.008$ & $0.298  \\pm  0.001$ & $0.746  \\pm  0.000$ & $0.983  \\pm  0.000$ & $3.130  \\pm  0.032$ & $0.270  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.257& $0.799  \\pm  0.008$ & $0.297  \\pm  0.001$ & $0.745  \\pm  0.000$ & $0.983  \\pm  0.000$ & $3.122  \\pm  0.031$ & $0.269  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.258& $0.800  \\pm  0.008$ & $0.297  \\pm  0.001$ & $0.745  \\pm  0.000$ & $0.983  \\pm  0.000$ & $3.113  \\pm  0.031$ & $0.269  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.259& $0.800  \\pm  0.008$ & $0.296  \\pm  0.001$ & $0.744  \\pm  0.000$ & $0.983  \\pm  0.000$ & $3.105  \\pm  0.031$ & $0.268  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.260& $0.801  \\pm  0.008$ & $0.296  \\pm  0.001$ & $0.743  \\pm  0.000$ & $0.983  \\pm  0.000$ & $3.096  \\pm  0.031$ & $0.267  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.261& $0.802  \\pm  0.008$ & $0.295  \\pm  0.001$ & $0.742  \\pm  0.000$ & $0.983  \\pm  0.000$ & $3.088  \\pm  0.031$ & $0.267  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.262& $0.803  \\pm  0.008$ & $0.295  \\pm  0.001$ & $0.741  \\pm  0.000$ & $0.983  \\pm  0.000$ & $3.079  \\pm  0.031$ & $0.266  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.263& $0.803  \\pm  0.008$ & $0.294  \\pm  0.001$ & $0.740  \\pm  0.000$ & $0.983  \\pm  0.000$ & $3.071  \\pm  0.030$ & $0.265  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.264& $0.804  \\pm  0.008$ & $0.294  \\pm  0.001$ & $0.739  \\pm  0.000$ & $0.983  \\pm  0.000$ & $3.063  \\pm  0.030$ & $0.265  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.265& $0.805  \\pm  0.008$ & $0.293  \\pm  0.001$ & $0.738  \\pm  0.000$ & $0.983  \\pm  0.000$ & $3.054  \\pm  0.030$ & $0.264  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.266& $0.806  \\pm  0.008$ & $0.293  \\pm  0.001$ & $0.738  \\pm  0.000$ & $0.983  \\pm  0.000$ & $3.046  \\pm  0.030$ & $0.263  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.267& $0.806  \\pm  0.008$ & $0.292  \\pm  0.001$ & $0.737  \\pm  0.000$ & $0.983  \\pm  0.000$ & $3.037  \\pm  0.030$ & $0.263  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.268& $0.807  \\pm  0.008$ & $0.292  \\pm  0.001$ & $0.736  \\pm  0.000$ & $0.983  \\pm  0.000$ & $3.029  \\pm  0.030$ & $0.262  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.269& $0.808  \\pm  0.008$ & $0.291  \\pm  0.001$ & $0.735  \\pm  0.000$ & $0.983  \\pm  0.000$ & $3.020  \\pm  0.029$ & $0.261  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.270& $0.809  \\pm  0.008$ & $0.290  \\pm  0.001$ & $0.734  \\pm  0.000$ & $0.983  \\pm  0.000$ & $3.012  \\pm  0.029$ & $0.261  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.271& $0.809  \\pm  0.008$ & $0.290  \\pm  0.001$ & $0.733  \\pm  0.000$ & $0.983  \\pm  0.000$ & $3.003  \\pm  0.029$ & $0.260  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.272& $0.810  \\pm  0.008$ & $0.289  \\pm  0.001$ & $0.732  \\pm  0.000$ & $0.983  \\pm  0.000$ & $2.995  \\pm  0.029$ & $0.259  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.273& $0.811  \\pm  0.008$ & $0.289  \\pm  0.001$ & $0.731  \\pm  0.000$ & $0.983  \\pm  0.000$ & $2.986  \\pm  0.029$ & $0.259  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.274& $0.812  \\pm  0.008$ & $0.288  \\pm  0.001$ & $0.731  \\pm  0.000$ & $0.983  \\pm  0.000$ & $2.978  \\pm  0.029$ & $0.258  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.275& $0.812  \\pm  0.007$ & $0.288  \\pm  0.001$ & $0.730  \\pm  0.000$ & $0.983  \\pm  0.000$ & $2.970  \\pm  0.029$ & $0.257  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.276& $0.813  \\pm  0.007$ & $0.287  \\pm  0.001$ & $0.729  \\pm  0.000$ & $0.983  \\pm  0.000$ & $2.961  \\pm  0.028$ & $0.257  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.277& $0.814  \\pm  0.007$ & $0.287  \\pm  0.001$ & $0.728  \\pm  0.000$ & $0.983  \\pm  0.000$ & $2.953  \\pm  0.028$ & $0.256  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.278& $0.815  \\pm  0.007$ & $0.286  \\pm  0.001$ & $0.727  \\pm  0.000$ & $0.983  \\pm  0.000$ & $2.944  \\pm  0.028$ & $0.255  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.279& $0.815  \\pm  0.007$ & $0.286  \\pm  0.001$ & $0.726  \\pm  0.000$ & $0.983  \\pm  0.000$ & $2.936  \\pm  0.028$ & $0.255  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.280& $0.816  \\pm  0.007$ & $0.285  \\pm  0.001$ & $0.725  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.927  \\pm  0.028$ & $0.254  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.281& $0.817  \\pm  0.007$ & $0.285  \\pm  0.001$ & $0.724  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.919  \\pm  0.028$ & $0.253  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.282& $0.818  \\pm  0.007$ & $0.284  \\pm  0.001$ & $0.724  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.910  \\pm  0.028$ & $0.253  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.283& $0.818  \\pm  0.007$ & $0.284  \\pm  0.001$ & $0.723  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.902  \\pm  0.027$ & $0.252  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.284& $0.819  \\pm  0.007$ & $0.283  \\pm  0.001$ & $0.722  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.894  \\pm  0.027$ & $0.251  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.285& $0.820  \\pm  0.007$ & $0.283  \\pm  0.001$ & $0.721  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.885  \\pm  0.027$ & $0.251  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.286& $0.821  \\pm  0.007$ & $0.282  \\pm  0.001$ & $0.720  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.877  \\pm  0.027$ & $0.250  \\pm  0.011$ &0.009\\\\\\hline\r\n",
      "0.287& $0.821  \\pm  0.007$ & $0.282  \\pm  0.001$ & $0.719  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.868  \\pm  0.027$ & $0.249  \\pm  0.010$ &0.008\\\\\\hline\r\n",
      "0.288& $0.822  \\pm  0.007$ & $0.281  \\pm  0.001$ & $0.718  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.860  \\pm  0.027$ & $0.249  \\pm  0.010$ &0.008\\\\\\hline\r\n",
      "0.289& $0.823  \\pm  0.007$ & $0.280  \\pm  0.001$ & $0.717  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.846  \\pm  0.027$ & $0.247  \\pm  0.010$ &0.008\\\\\\hline\r\n",
      "0.290& $0.824  \\pm  0.007$ & $0.280  \\pm  0.001$ & $0.716  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.840  \\pm  0.026$ & $0.247  \\pm  0.010$ &0.008\\\\\\hline\r\n",
      "0.291& $0.824  \\pm  0.007$ & $0.280  \\pm  0.001$ & $0.716  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.835  \\pm  0.026$ & $0.247  \\pm  0.010$ &0.008\\\\\\hline\r\n",
      "0.292& $0.825  \\pm  0.007$ & $0.279  \\pm  0.001$ & $0.714  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.822  \\pm  0.026$ & $0.246  \\pm  0.010$ &0.008\\\\\\hline\r\n",
      "0.293& $0.826  \\pm  0.007$ & $0.278  \\pm  0.001$ & $0.713  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.816  \\pm  0.026$ & $0.245  \\pm  0.010$ &0.008\\\\\\hline\r\n",
      "0.294& $0.826  \\pm  0.007$ & $0.278  \\pm  0.001$ & $0.712  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.809  \\pm  0.026$ & $0.245  \\pm  0.010$ &0.008\\\\\\hline\r\n",
      "0.295& $0.827  \\pm  0.007$ & $0.277  \\pm  0.001$ & $0.711  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.802  \\pm  0.026$ & $0.244  \\pm  0.010$ &0.008\\\\\\hline\r\n",
      "0.296& $0.827  \\pm  0.007$ & $0.277  \\pm  0.001$ & $0.710  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.796  \\pm  0.026$ & $0.244  \\pm  0.010$ &0.008\\\\\\hline\r\n",
      "0.297& $0.828  \\pm  0.007$ & $0.276  \\pm  0.001$ & $0.709  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.789  \\pm  0.026$ & $0.244  \\pm  0.010$ &0.008\\\\\\hline\r\n",
      "0.298& $0.828  \\pm  0.007$ & $0.276  \\pm  0.001$ & $0.709  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.782  \\pm  0.025$ & $0.243  \\pm  0.010$ &0.008\\\\\\hline\r\n",
      "0.299& $0.829  \\pm  0.007$ & $0.275  \\pm  0.001$ & $0.708  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.776  \\pm  0.025$ & $0.243  \\pm  0.010$ &0.008\\\\\\hline\r\n",
      "0.300& $0.829  \\pm  0.007$ & $0.275  \\pm  0.001$ & $0.707  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.769  \\pm  0.025$ & $0.242  \\pm  0.010$ &0.008\\\\\\hline\r\n",
      "0.301& $0.830  \\pm  0.007$ & $0.274  \\pm  0.001$ & $0.706  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.762  \\pm  0.025$ & $0.242  \\pm  0.010$ &0.008\\\\\\hline\r\n",
      "0.302& $0.831  \\pm  0.007$ & $0.274  \\pm  0.001$ & $0.705  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.756  \\pm  0.025$ & $0.242  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.303& $0.831  \\pm  0.007$ & $0.273  \\pm  0.001$ & $0.704  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.749  \\pm  0.025$ & $0.241  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.304& $0.832  \\pm  0.007$ & $0.272  \\pm  0.001$ & $0.703  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.742  \\pm  0.025$ & $0.241  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.305& $0.832  \\pm  0.007$ & $0.272  \\pm  0.001$ & $0.702  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.736  \\pm  0.025$ & $0.240  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.306& $0.833  \\pm  0.007$ & $0.271  \\pm  0.001$ & $0.701  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.729  \\pm  0.024$ & $0.240  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.307& $0.833  \\pm  0.007$ & $0.271  \\pm  0.001$ & $0.701  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.722  \\pm  0.024$ & $0.239  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.308& $0.834  \\pm  0.007$ & $0.270  \\pm  0.001$ & $0.700  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.716  \\pm  0.024$ & $0.239  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.309& $0.834  \\pm  0.007$ & $0.270  \\pm  0.001$ & $0.699  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.709  \\pm  0.024$ & $0.239  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.310& $0.835  \\pm  0.007$ & $0.269  \\pm  0.001$ & $0.698  \\pm  0.000$ & $0.984  \\pm  0.000$ & $2.702  \\pm  0.024$ & $0.238  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.311& $0.835  \\pm  0.007$ & $0.269  \\pm  0.001$ & $0.697  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.696  \\pm  0.024$ & $0.238  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.312& $0.836  \\pm  0.007$ & $0.268  \\pm  0.001$ & $0.696  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.689  \\pm  0.024$ & $0.237  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.313& $0.836  \\pm  0.007$ & $0.268  \\pm  0.001$ & $0.695  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.682  \\pm  0.024$ & $0.237  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.314& $0.837  \\pm  0.007$ & $0.267  \\pm  0.001$ & $0.694  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.676  \\pm  0.024$ & $0.237  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.315& $0.837  \\pm  0.007$ & $0.267  \\pm  0.001$ & $0.693  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.669  \\pm  0.023$ & $0.236  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.316& $0.838  \\pm  0.007$ & $0.266  \\pm  0.001$ & $0.692  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.662  \\pm  0.023$ & $0.236  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.317& $0.838  \\pm  0.007$ & $0.266  \\pm  0.001$ & $0.692  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.656  \\pm  0.023$ & $0.235  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.318& $0.839  \\pm  0.007$ & $0.265  \\pm  0.001$ & $0.691  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.649  \\pm  0.023$ & $0.235  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.319& $0.839  \\pm  0.007$ & $0.265  \\pm  0.001$ & $0.690  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.642  \\pm  0.023$ & $0.234  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.320& $0.840  \\pm  0.007$ & $0.264  \\pm  0.001$ & $0.689  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.636  \\pm  0.023$ & $0.234  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.321& $0.840  \\pm  0.007$ & $0.264  \\pm  0.001$ & $0.688  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.629  \\pm  0.023$ & $0.234  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.322& $0.841  \\pm  0.007$ & $0.263  \\pm  0.001$ & $0.687  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.622  \\pm  0.023$ & $0.233  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.323& $0.841  \\pm  0.007$ & $0.263  \\pm  0.001$ & $0.686  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.616  \\pm  0.023$ & $0.233  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.324& $0.842  \\pm  0.007$ & $0.262  \\pm  0.001$ & $0.685  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.609  \\pm  0.023$ & $0.232  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.325& $0.842  \\pm  0.007$ & $0.262  \\pm  0.001$ & $0.684  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.602  \\pm  0.022$ & $0.232  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.326& $0.843  \\pm  0.007$ & $0.261  \\pm  0.001$ & $0.684  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.596  \\pm  0.022$ & $0.231  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.327& $0.843  \\pm  0.007$ & $0.261  \\pm  0.001$ & $0.683  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.589  \\pm  0.022$ & $0.231  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.328& $0.844  \\pm  0.007$ & $0.260  \\pm  0.001$ & $0.682  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.582  \\pm  0.022$ & $0.231  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.329& $0.845  \\pm  0.007$ & $0.260  \\pm  0.001$ & $0.681  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.576  \\pm  0.022$ & $0.230  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.330& $0.845  \\pm  0.007$ & $0.259  \\pm  0.001$ & $0.680  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.569  \\pm  0.022$ & $0.230  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.331& $0.846  \\pm  0.007$ & $0.258  \\pm  0.001$ & $0.679  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.562  \\pm  0.022$ & $0.229  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.332& $0.846  \\pm  0.007$ & $0.258  \\pm  0.001$ & $0.678  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.556  \\pm  0.022$ & $0.229  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.333& $0.847  \\pm  0.007$ & $0.257  \\pm  0.001$ & $0.677  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.549  \\pm  0.022$ & $0.229  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.334& $0.847  \\pm  0.007$ & $0.257  \\pm  0.001$ & $0.676  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.542  \\pm  0.022$ & $0.228  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.335& $0.848  \\pm  0.007$ & $0.256  \\pm  0.001$ & $0.676  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.536  \\pm  0.021$ & $0.228  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.336& $0.848  \\pm  0.007$ & $0.256  \\pm  0.001$ & $0.675  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.529  \\pm  0.021$ & $0.227  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.337& $0.849  \\pm  0.007$ & $0.255  \\pm  0.001$ & $0.674  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.522  \\pm  0.021$ & $0.227  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.338& $0.849  \\pm  0.007$ & $0.255  \\pm  0.001$ & $0.673  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.516  \\pm  0.021$ & $0.226  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.339& $0.850  \\pm  0.007$ & $0.254  \\pm  0.001$ & $0.672  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.509  \\pm  0.021$ & $0.226  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.340& $0.851  \\pm  0.007$ & $0.253  \\pm  0.001$ & $0.670  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.497  \\pm  0.021$ & $0.225  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.341& $0.851  \\pm  0.007$ & $0.253  \\pm  0.001$ & $0.669  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.492  \\pm  0.021$ & $0.225  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.342& $0.852  \\pm  0.007$ & $0.252  \\pm  0.001$ & $0.668  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.487  \\pm  0.021$ & $0.224  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.343& $0.852  \\pm  0.007$ & $0.252  \\pm  0.001$ & $0.667  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.482  \\pm  0.021$ & $0.224  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.344& $0.853  \\pm  0.007$ & $0.251  \\pm  0.001$ & $0.667  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.477  \\pm  0.021$ & $0.223  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.345& $0.853  \\pm  0.007$ & $0.251  \\pm  0.000$ & $0.666  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.472  \\pm  0.020$ & $0.223  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.346& $0.854  \\pm  0.007$ & $0.250  \\pm  0.000$ & $0.665  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.467  \\pm  0.020$ & $0.223  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.347& $0.854  \\pm  0.007$ & $0.250  \\pm  0.000$ & $0.664  \\pm  0.000$ & $0.985  \\pm  0.000$ & $2.461  \\pm  0.020$ & $0.222  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.348& $0.855  \\pm  0.007$ & $0.249  \\pm  0.000$ & $0.663  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.456  \\pm  0.020$ & $0.222  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.349& $0.855  \\pm  0.007$ & $0.249  \\pm  0.000$ & $0.662  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.451  \\pm  0.020$ & $0.221  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.350& $0.856  \\pm  0.007$ & $0.248  \\pm  0.000$ & $0.661  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.446  \\pm  0.020$ & $0.221  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.351& $0.856  \\pm  0.007$ & $0.248  \\pm  0.000$ & $0.660  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.441  \\pm  0.020$ & $0.220  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.352& $0.857  \\pm  0.007$ & $0.247  \\pm  0.000$ & $0.659  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.436  \\pm  0.020$ & $0.220  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.353& $0.857  \\pm  0.007$ & $0.247  \\pm  0.000$ & $0.659  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.431  \\pm  0.020$ & $0.220  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.354& $0.858  \\pm  0.007$ & $0.246  \\pm  0.000$ & $0.658  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.426  \\pm  0.020$ & $0.219  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.355& $0.858  \\pm  0.007$ & $0.246  \\pm  0.000$ & $0.657  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.421  \\pm  0.020$ & $0.219  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.356& $0.859  \\pm  0.007$ & $0.245  \\pm  0.000$ & $0.656  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.416  \\pm  0.020$ & $0.218  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.357& $0.859  \\pm  0.007$ & $0.245  \\pm  0.000$ & $0.655  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.410  \\pm  0.019$ & $0.218  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.358& $0.859  \\pm  0.007$ & $0.244  \\pm  0.000$ & $0.654  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.405  \\pm  0.019$ & $0.217  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.359& $0.860  \\pm  0.007$ & $0.244  \\pm  0.000$ & $0.653  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.400  \\pm  0.019$ & $0.217  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.360& $0.860  \\pm  0.007$ & $0.243  \\pm  0.000$ & $0.652  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.395  \\pm  0.019$ & $0.217  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.361& $0.861  \\pm  0.007$ & $0.242  \\pm  0.000$ & $0.651  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.390  \\pm  0.019$ & $0.216  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.362& $0.861  \\pm  0.007$ & $0.242  \\pm  0.000$ & $0.651  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.385  \\pm  0.019$ & $0.216  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.363& $0.862  \\pm  0.007$ & $0.241  \\pm  0.000$ & $0.650  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.380  \\pm  0.019$ & $0.215  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.364& $0.862  \\pm  0.007$ & $0.241  \\pm  0.000$ & $0.649  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.375  \\pm  0.019$ & $0.215  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.365& $0.863  \\pm  0.007$ & $0.240  \\pm  0.000$ & $0.648  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.370  \\pm  0.019$ & $0.214  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.366& $0.863  \\pm  0.007$ & $0.240  \\pm  0.000$ & $0.647  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.364  \\pm  0.019$ & $0.214  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.367& $0.864  \\pm  0.007$ & $0.239  \\pm  0.000$ & $0.646  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.359  \\pm  0.019$ & $0.214  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.368& $0.864  \\pm  0.007$ & $0.239  \\pm  0.000$ & $0.645  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.354  \\pm  0.019$ & $0.213  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.369& $0.865  \\pm  0.006$ & $0.238  \\pm  0.000$ & $0.644  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.349  \\pm  0.018$ & $0.213  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.370& $0.865  \\pm  0.006$ & $0.238  \\pm  0.000$ & $0.643  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.344  \\pm  0.018$ & $0.212  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.371& $0.866  \\pm  0.006$ & $0.237  \\pm  0.000$ & $0.642  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.339  \\pm  0.018$ & $0.212  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.372& $0.866  \\pm  0.006$ & $0.237  \\pm  0.000$ & $0.642  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.334  \\pm  0.018$ & $0.211  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.373& $0.867  \\pm  0.006$ & $0.236  \\pm  0.000$ & $0.641  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.329  \\pm  0.018$ & $0.211  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.374& $0.867  \\pm  0.006$ & $0.236  \\pm  0.000$ & $0.640  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.324  \\pm  0.018$ & $0.210  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.375& $0.868  \\pm  0.006$ & $0.235  \\pm  0.000$ & $0.639  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.319  \\pm  0.018$ & $0.210  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.376& $0.868  \\pm  0.006$ & $0.235  \\pm  0.000$ & $0.638  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.313  \\pm  0.018$ & $0.210  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.377& $0.869  \\pm  0.006$ & $0.234  \\pm  0.000$ & $0.637  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.308  \\pm  0.018$ & $0.209  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.378& $0.869  \\pm  0.006$ & $0.234  \\pm  0.000$ & $0.636  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.303  \\pm  0.018$ & $0.209  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.379& $0.870  \\pm  0.006$ & $0.233  \\pm  0.000$ & $0.635  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.298  \\pm  0.018$ & $0.208  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.380& $0.870  \\pm  0.006$ & $0.233  \\pm  0.000$ & $0.634  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.293  \\pm  0.018$ & $0.208  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.381& $0.871  \\pm  0.006$ & $0.232  \\pm  0.000$ & $0.634  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.288  \\pm  0.018$ & $0.207  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.382& $0.871  \\pm  0.006$ & $0.232  \\pm  0.000$ & $0.633  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.283  \\pm  0.017$ & $0.207  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.383& $0.872  \\pm  0.006$ & $0.231  \\pm  0.000$ & $0.632  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.278  \\pm  0.017$ & $0.207  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.384& $0.872  \\pm  0.006$ & $0.231  \\pm  0.000$ & $0.631  \\pm  0.000$ & $0.986  \\pm  0.000$ & $2.273  \\pm  0.017$ & $0.206  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.385& $0.873  \\pm  0.006$ & $0.230  \\pm  0.000$ & $0.629  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.263  \\pm  0.017$ & $0.205  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.386& $0.873  \\pm  0.006$ & $0.229  \\pm  0.000$ & $0.628  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.259  \\pm  0.017$ & $0.205  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.387& $0.874  \\pm  0.006$ & $0.229  \\pm  0.000$ & $0.627  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.254  \\pm  0.017$ & $0.205  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.388& $0.874  \\pm  0.006$ & $0.228  \\pm  0.000$ & $0.627  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.250  \\pm  0.017$ & $0.205  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.389& $0.874  \\pm  0.006$ & $0.228  \\pm  0.000$ & $0.626  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.246  \\pm  0.017$ & $0.204  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.390& $0.875  \\pm  0.006$ & $0.227  \\pm  0.000$ & $0.625  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.241  \\pm  0.017$ & $0.204  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.391& $0.875  \\pm  0.006$ & $0.227  \\pm  0.000$ & $0.624  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.237  \\pm  0.017$ & $0.204  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.392& $0.875  \\pm  0.006$ & $0.226  \\pm  0.000$ & $0.623  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.232  \\pm  0.017$ & $0.204  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.393& $0.876  \\pm  0.006$ & $0.226  \\pm  0.000$ & $0.622  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.228  \\pm  0.017$ & $0.203  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.394& $0.876  \\pm  0.006$ & $0.225  \\pm  0.000$ & $0.621  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.224  \\pm  0.017$ & $0.203  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.395& $0.876  \\pm  0.006$ & $0.225  \\pm  0.000$ & $0.620  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.219  \\pm  0.017$ & $0.203  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.396& $0.877  \\pm  0.006$ & $0.224  \\pm  0.000$ & $0.620  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.215  \\pm  0.016$ & $0.203  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.397& $0.877  \\pm  0.006$ & $0.224  \\pm  0.000$ & $0.619  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.210  \\pm  0.016$ & $0.202  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.398& $0.878  \\pm  0.006$ & $0.223  \\pm  0.000$ & $0.618  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.206  \\pm  0.016$ & $0.202  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.399& $0.878  \\pm  0.006$ & $0.223  \\pm  0.000$ & $0.617  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.202  \\pm  0.016$ & $0.202  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.400& $0.878  \\pm  0.006$ & $0.222  \\pm  0.000$ & $0.616  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.197  \\pm  0.016$ & $0.202  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.401& $0.879  \\pm  0.006$ & $0.222  \\pm  0.000$ & $0.615  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.193  \\pm  0.016$ & $0.201  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.402& $0.879  \\pm  0.006$ & $0.221  \\pm  0.000$ & $0.614  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.188  \\pm  0.016$ & $0.201  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.403& $0.879  \\pm  0.006$ & $0.221  \\pm  0.000$ & $0.613  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.184  \\pm  0.016$ & $0.201  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.404& $0.880  \\pm  0.006$ & $0.220  \\pm  0.000$ & $0.613  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.180  \\pm  0.016$ & $0.201  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.405& $0.880  \\pm  0.006$ & $0.220  \\pm  0.000$ & $0.612  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.175  \\pm  0.016$ & $0.200  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.406& $0.880  \\pm  0.006$ & $0.219  \\pm  0.000$ & $0.611  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.171  \\pm  0.016$ & $0.200  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.407& $0.881  \\pm  0.006$ & $0.219  \\pm  0.000$ & $0.610  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.166  \\pm  0.016$ & $0.200  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.408& $0.881  \\pm  0.006$ & $0.218  \\pm  0.000$ & $0.609  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.162  \\pm  0.016$ & $0.200  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.409& $0.881  \\pm  0.006$ & $0.218  \\pm  0.000$ & $0.608  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.158  \\pm  0.016$ & $0.199  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.410& $0.882  \\pm  0.006$ & $0.217  \\pm  0.000$ & $0.607  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.149  \\pm  0.016$ & $0.199  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.411& $0.882  \\pm  0.006$ & $0.216  \\pm  0.000$ & $0.606  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.145  \\pm  0.016$ & $0.198  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.412& $0.883  \\pm  0.006$ & $0.216  \\pm  0.000$ & $0.605  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.141  \\pm  0.015$ & $0.198  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.413& $0.883  \\pm  0.006$ & $0.215  \\pm  0.000$ & $0.604  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.137  \\pm  0.015$ & $0.198  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.414& $0.883  \\pm  0.006$ & $0.215  \\pm  0.000$ & $0.603  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.133  \\pm  0.015$ & $0.198  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.415& $0.884  \\pm  0.006$ & $0.214  \\pm  0.000$ & $0.602  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.129  \\pm  0.015$ & $0.197  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.416& $0.884  \\pm  0.006$ & $0.214  \\pm  0.000$ & $0.601  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.125  \\pm  0.015$ & $0.197  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.417& $0.884  \\pm  0.006$ & $0.213  \\pm  0.000$ & $0.600  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.121  \\pm  0.015$ & $0.197  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.418& $0.885  \\pm  0.006$ & $0.213  \\pm  0.000$ & $0.599  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.117  \\pm  0.015$ & $0.197  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.419& $0.885  \\pm  0.006$ & $0.212  \\pm  0.000$ & $0.599  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.113  \\pm  0.015$ & $0.196  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.420& $0.886  \\pm  0.006$ & $0.212  \\pm  0.000$ & $0.598  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.109  \\pm  0.015$ & $0.196  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.421& $0.886  \\pm  0.006$ & $0.211  \\pm  0.000$ & $0.597  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.105  \\pm  0.015$ & $0.196  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.422& $0.886  \\pm  0.006$ & $0.211  \\pm  0.000$ & $0.596  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.101  \\pm  0.015$ & $0.195  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.423& $0.887  \\pm  0.006$ & $0.210  \\pm  0.000$ & $0.595  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.097  \\pm  0.015$ & $0.195  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.424& $0.887  \\pm  0.006$ & $0.210  \\pm  0.000$ & $0.594  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.093  \\pm  0.015$ & $0.195  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.425& $0.887  \\pm  0.006$ & $0.209  \\pm  0.000$ & $0.593  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.090  \\pm  0.015$ & $0.195  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.426& $0.888  \\pm  0.006$ & $0.208  \\pm  0.000$ & $0.592  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.086  \\pm  0.015$ & $0.194  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.427& $0.888  \\pm  0.006$ & $0.208  \\pm  0.000$ & $0.591  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.082  \\pm  0.015$ & $0.194  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.428& $0.888  \\pm  0.006$ & $0.207  \\pm  0.000$ & $0.590  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.078  \\pm  0.015$ & $0.194  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.429& $0.889  \\pm  0.006$ & $0.207  \\pm  0.000$ & $0.590  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.074  \\pm  0.014$ & $0.194  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.430& $0.889  \\pm  0.006$ & $0.206  \\pm  0.000$ & $0.589  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.070  \\pm  0.014$ & $0.193  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.431& $0.889  \\pm  0.006$ & $0.206  \\pm  0.000$ & $0.588  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.066  \\pm  0.014$ & $0.193  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.432& $0.890  \\pm  0.006$ & $0.205  \\pm  0.000$ & $0.587  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.062  \\pm  0.014$ & $0.193  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.433& $0.890  \\pm  0.006$ & $0.205  \\pm  0.000$ & $0.586  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.058  \\pm  0.014$ & $0.193  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.434& $0.890  \\pm  0.006$ & $0.204  \\pm  0.000$ & $0.585  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.054  \\pm  0.014$ & $0.192  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.435& $0.891  \\pm  0.006$ & $0.204  \\pm  0.000$ & $0.584  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.050  \\pm  0.014$ & $0.192  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.436& $0.891  \\pm  0.006$ & $0.203  \\pm  0.000$ & $0.583  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.046  \\pm  0.014$ & $0.192  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.437& $0.892  \\pm  0.006$ & $0.202  \\pm  0.000$ & $0.582  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.038  \\pm  0.014$ & $0.191  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.438& $0.892  \\pm  0.006$ & $0.202  \\pm  0.000$ & $0.581  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.035  \\pm  0.014$ & $0.191  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.439& $0.892  \\pm  0.006$ & $0.201  \\pm  0.000$ & $0.580  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.032  \\pm  0.014$ & $0.191  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.440& $0.893  \\pm  0.006$ & $0.201  \\pm  0.000$ & $0.579  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.029  \\pm  0.014$ & $0.191  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.441& $0.893  \\pm  0.006$ & $0.200  \\pm  0.000$ & $0.578  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.025  \\pm  0.014$ & $0.190  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.442& $0.893  \\pm  0.006$ & $0.200  \\pm  0.000$ & $0.577  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.022  \\pm  0.014$ & $0.190  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.443& $0.893  \\pm  0.006$ & $0.199  \\pm  0.000$ & $0.576  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.019  \\pm  0.014$ & $0.190  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.444& $0.894  \\pm  0.006$ & $0.199  \\pm  0.000$ & $0.575  \\pm  0.000$ & $0.987  \\pm  0.000$ & $2.016  \\pm  0.014$ & $0.190  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.445& $0.894  \\pm  0.006$ & $0.198  \\pm  0.000$ & $0.574  \\pm  0.000$ & $0.988  \\pm  0.000$ & $2.013  \\pm  0.014$ & $0.190  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.446& $0.894  \\pm  0.006$ & $0.198  \\pm  0.000$ & $0.573  \\pm  0.000$ & $0.988  \\pm  0.000$ & $2.009  \\pm  0.014$ & $0.189  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.447& $0.894  \\pm  0.006$ & $0.197  \\pm  0.000$ & $0.572  \\pm  0.000$ & $0.988  \\pm  0.000$ & $2.006  \\pm  0.014$ & $0.189  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.448& $0.895  \\pm  0.006$ & $0.197  \\pm  0.000$ & $0.572  \\pm  0.000$ & $0.988  \\pm  0.000$ & $2.003  \\pm  0.014$ & $0.189  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.449& $0.895  \\pm  0.006$ & $0.196  \\pm  0.000$ & $0.571  \\pm  0.000$ & $0.988  \\pm  0.000$ & $2.000  \\pm  0.013$ & $0.189  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.450& $0.895  \\pm  0.006$ & $0.196  \\pm  0.000$ & $0.570  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.996  \\pm  0.013$ & $0.189  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.451& $0.896  \\pm  0.006$ & $0.195  \\pm  0.000$ & $0.569  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.993  \\pm  0.013$ & $0.189  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.452& $0.896  \\pm  0.006$ & $0.195  \\pm  0.000$ & $0.568  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.990  \\pm  0.013$ & $0.188  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.453& $0.896  \\pm  0.006$ & $0.194  \\pm  0.000$ & $0.567  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.987  \\pm  0.013$ & $0.188  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.454& $0.896  \\pm  0.006$ & $0.194  \\pm  0.000$ & $0.566  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.983  \\pm  0.013$ & $0.188  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.455& $0.897  \\pm  0.006$ & $0.193  \\pm  0.000$ & $0.565  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.980  \\pm  0.013$ & $0.188  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.456& $0.897  \\pm  0.006$ & $0.193  \\pm  0.000$ & $0.564  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.977  \\pm  0.013$ & $0.188  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.457& $0.897  \\pm  0.006$ & $0.192  \\pm  0.000$ & $0.563  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.974  \\pm  0.013$ & $0.187  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.458& $0.898  \\pm  0.006$ & $0.191  \\pm  0.000$ & $0.562  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.970  \\pm  0.013$ & $0.187  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.459& $0.898  \\pm  0.006$ & $0.191  \\pm  0.000$ & $0.562  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.967  \\pm  0.013$ & $0.187  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.460& $0.898  \\pm  0.006$ & $0.190  \\pm  0.000$ & $0.561  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.964  \\pm  0.013$ & $0.187  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.461& $0.898  \\pm  0.006$ & $0.190  \\pm  0.000$ & $0.560  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.961  \\pm  0.013$ & $0.187  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.462& $0.899  \\pm  0.006$ & $0.189  \\pm  0.000$ & $0.559  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.957  \\pm  0.013$ & $0.186  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.463& $0.899  \\pm  0.006$ & $0.189  \\pm  0.000$ & $0.558  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.954  \\pm  0.013$ & $0.186  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.464& $0.899  \\pm  0.006$ & $0.188  \\pm  0.000$ & $0.557  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.951  \\pm  0.013$ & $0.186  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.465& $0.899  \\pm  0.006$ & $0.188  \\pm  0.000$ & $0.556  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.948  \\pm  0.013$ & $0.186  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.466& $0.900  \\pm  0.006$ & $0.187  \\pm  0.000$ & $0.555  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.944  \\pm  0.013$ & $0.186  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.467& $0.900  \\pm  0.006$ & $0.187  \\pm  0.000$ & $0.554  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.941  \\pm  0.013$ & $0.185  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.468& $0.900  \\pm  0.006$ & $0.186  \\pm  0.000$ & $0.553  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.938  \\pm  0.013$ & $0.185  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.469& $0.901  \\pm  0.006$ & $0.186  \\pm  0.000$ & $0.552  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.935  \\pm  0.013$ & $0.185  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.470& $0.901  \\pm  0.006$ & $0.185  \\pm  0.000$ & $0.551  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.932  \\pm  0.013$ & $0.185  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.471& $0.901  \\pm  0.006$ & $0.185  \\pm  0.000$ & $0.551  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.928  \\pm  0.012$ & $0.185  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.472& $0.901  \\pm  0.006$ & $0.184  \\pm  0.000$ & $0.550  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.925  \\pm  0.012$ & $0.185  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.473& $0.902  \\pm  0.006$ & $0.184  \\pm  0.000$ & $0.549  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.922  \\pm  0.012$ & $0.184  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.474& $0.902  \\pm  0.006$ & $0.183  \\pm  0.000$ & $0.548  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.919  \\pm  0.012$ & $0.184  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.475& $0.902  \\pm  0.006$ & $0.183  \\pm  0.000$ & $0.547  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.915  \\pm  0.012$ & $0.184  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.476& $0.903  \\pm  0.006$ & $0.182  \\pm  0.000$ & $0.546  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.912  \\pm  0.012$ & $0.184  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.477& $0.903  \\pm  0.006$ & $0.182  \\pm  0.000$ & $0.545  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.909  \\pm  0.012$ & $0.184  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.478& $0.903  \\pm  0.006$ & $0.181  \\pm  0.000$ & $0.544  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.906  \\pm  0.012$ & $0.183  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.479& $0.903  \\pm  0.006$ & $0.181  \\pm  0.000$ & $0.543  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.902  \\pm  0.012$ & $0.183  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.480& $0.904  \\pm  0.006$ & $0.180  \\pm  0.000$ & $0.542  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.899  \\pm  0.012$ & $0.183  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.481& $0.904  \\pm  0.006$ & $0.180  \\pm  0.000$ & $0.541  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.896  \\pm  0.012$ & $0.183  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.482& $0.904  \\pm  0.006$ & $0.179  \\pm  0.000$ & $0.541  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.893  \\pm  0.012$ & $0.183  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.483& $0.904  \\pm  0.006$ & $0.178  \\pm  0.000$ & $0.540  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.889  \\pm  0.012$ & $0.182  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.484& $0.905  \\pm  0.006$ & $0.178  \\pm  0.000$ & $0.539  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.886  \\pm  0.012$ & $0.182  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.485& $0.905  \\pm  0.005$ & $0.177  \\pm  0.000$ & $0.538  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.883  \\pm  0.012$ & $0.182  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.486& $0.905  \\pm  0.005$ & $0.177  \\pm  0.000$ & $0.537  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.880  \\pm  0.012$ & $0.182  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.487& $0.906  \\pm  0.005$ & $0.176  \\pm  0.000$ & $0.536  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.876  \\pm  0.012$ & $0.182  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.488& $0.906  \\pm  0.005$ & $0.176  \\pm  0.000$ & $0.535  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.873  \\pm  0.012$ & $0.181  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.489& $0.906  \\pm  0.005$ & $0.175  \\pm  0.000$ & $0.534  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.870  \\pm  0.012$ & $0.181  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.490& $0.906  \\pm  0.005$ & $0.175  \\pm  0.000$ & $0.533  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.867  \\pm  0.012$ & $0.181  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.491& $0.907  \\pm  0.005$ & $0.174  \\pm  0.000$ & $0.532  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.863  \\pm  0.012$ & $0.181  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.492& $0.907  \\pm  0.005$ & $0.174  \\pm  0.000$ & $0.531  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.860  \\pm  0.012$ & $0.181  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.493& $0.907  \\pm  0.005$ & $0.173  \\pm  0.000$ & $0.531  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.857  \\pm  0.012$ & $0.180  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.494& $0.908  \\pm  0.005$ & $0.173  \\pm  0.000$ & $0.530  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.854  \\pm  0.011$ & $0.180  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.495& $0.908  \\pm  0.005$ & $0.172  \\pm  0.000$ & $0.529  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.851  \\pm  0.011$ & $0.180  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.496& $0.908  \\pm  0.005$ & $0.172  \\pm  0.000$ & $0.528  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.847  \\pm  0.011$ & $0.180  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.497& $0.908  \\pm  0.005$ & $0.171  \\pm  0.000$ & $0.527  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.844  \\pm  0.011$ & $0.180  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.498& $0.909  \\pm  0.005$ & $0.171  \\pm  0.000$ & $0.526  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.841  \\pm  0.011$ & $0.180  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.499& $0.909  \\pm  0.005$ & $0.170  \\pm  0.000$ & $0.525  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.838  \\pm  0.011$ & $0.179  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.500& $0.909  \\pm  0.005$ & $0.170  \\pm  0.000$ & $0.524  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.834  \\pm  0.011$ & $0.179  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.501& $0.909  \\pm  0.005$ & $0.169  \\pm  0.000$ & $0.523  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.831  \\pm  0.011$ & $0.179  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.502& $0.910  \\pm  0.005$ & $0.169  \\pm  0.000$ & $0.522  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.828  \\pm  0.011$ & $0.179  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.503& $0.910  \\pm  0.005$ & $0.168  \\pm  0.000$ & $0.521  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.825  \\pm  0.011$ & $0.179  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.504& $0.910  \\pm  0.005$ & $0.168  \\pm  0.000$ & $0.520  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.821  \\pm  0.011$ & $0.178  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.505& $0.911  \\pm  0.005$ & $0.167  \\pm  0.000$ & $0.520  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.818  \\pm  0.011$ & $0.178  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.506& $0.911  \\pm  0.005$ & $0.167  \\pm  0.000$ & $0.519  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.815  \\pm  0.011$ & $0.178  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.507& $0.911  \\pm  0.005$ & $0.166  \\pm  0.000$ & $0.518  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.812  \\pm  0.011$ & $0.178  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.508& $0.911  \\pm  0.005$ & $0.165  \\pm  0.000$ & $0.517  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.808  \\pm  0.011$ & $0.178  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.509& $0.912  \\pm  0.005$ & $0.165  \\pm  0.000$ & $0.516  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.805  \\pm  0.011$ & $0.177  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.510& $0.912  \\pm  0.005$ & $0.164  \\pm  0.000$ & $0.515  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.802  \\pm  0.011$ & $0.177  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.511& $0.912  \\pm  0.005$ & $0.164  \\pm  0.000$ & $0.514  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.799  \\pm  0.011$ & $0.177  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.512& $0.913  \\pm  0.005$ & $0.163  \\pm  0.000$ & $0.513  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.795  \\pm  0.011$ & $0.177  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.513& $0.913  \\pm  0.005$ & $0.163  \\pm  0.000$ & $0.512  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.792  \\pm  0.011$ & $0.177  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.514& $0.913  \\pm  0.005$ & $0.162  \\pm  0.000$ & $0.511  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.789  \\pm  0.011$ & $0.176  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.515& $0.913  \\pm  0.005$ & $0.162  \\pm  0.000$ & $0.510  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.786  \\pm  0.011$ & $0.176  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.516& $0.914  \\pm  0.005$ & $0.161  \\pm  0.000$ & $0.510  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.782  \\pm  0.011$ & $0.176  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.517& $0.914  \\pm  0.005$ & $0.161  \\pm  0.000$ & $0.509  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.779  \\pm  0.011$ & $0.176  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.518& $0.914  \\pm  0.005$ & $0.160  \\pm  0.000$ & $0.508  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.776  \\pm  0.011$ & $0.176  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.519& $0.915  \\pm  0.005$ & $0.160  \\pm  0.000$ & $0.507  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.773  \\pm  0.011$ & $0.176  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.520& $0.915  \\pm  0.005$ & $0.159  \\pm  0.000$ & $0.506  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.770  \\pm  0.010$ & $0.175  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.521& $0.915  \\pm  0.005$ & $0.159  \\pm  0.000$ & $0.505  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.766  \\pm  0.010$ & $0.175  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.522& $0.915  \\pm  0.005$ & $0.158  \\pm  0.000$ & $0.504  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.763  \\pm  0.010$ & $0.175  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.523& $0.916  \\pm  0.005$ & $0.158  \\pm  0.000$ & $0.503  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.760  \\pm  0.010$ & $0.175  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.524& $0.916  \\pm  0.005$ & $0.157  \\pm  0.000$ & $0.502  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.757  \\pm  0.010$ & $0.175  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.525& $0.916  \\pm  0.005$ & $0.157  \\pm  0.000$ & $0.501  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.753  \\pm  0.010$ & $0.174  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.526& $0.916  \\pm  0.005$ & $0.156  \\pm  0.000$ & $0.500  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.750  \\pm  0.010$ & $0.174  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.527& $0.917  \\pm  0.005$ & $0.156  \\pm  0.000$ & $0.500  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.747  \\pm  0.010$ & $0.174  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.528& $0.917  \\pm  0.005$ & $0.155  \\pm  0.000$ & $0.499  \\pm  0.000$ & $0.988  \\pm  0.000$ & $1.744  \\pm  0.010$ & $0.174  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.529& $0.917  \\pm  0.005$ & $0.155  \\pm  0.000$ & $0.498  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.740  \\pm  0.010$ & $0.174  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.530& $0.918  \\pm  0.005$ & $0.154  \\pm  0.000$ & $0.497  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.737  \\pm  0.010$ & $0.173  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.531& $0.918  \\pm  0.005$ & $0.154  \\pm  0.000$ & $0.496  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.734  \\pm  0.010$ & $0.173  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.532& $0.918  \\pm  0.005$ & $0.153  \\pm  0.000$ & $0.495  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.731  \\pm  0.010$ & $0.173  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.533& $0.918  \\pm  0.005$ & $0.153  \\pm  0.000$ & $0.494  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.727  \\pm  0.010$ & $0.173  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.534& $0.919  \\pm  0.005$ & $0.152  \\pm  0.000$ & $0.493  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.724  \\pm  0.010$ & $0.173  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.535& $0.919  \\pm  0.005$ & $0.151  \\pm  0.000$ & $0.492  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.721  \\pm  0.010$ & $0.172  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.536& $0.919  \\pm  0.005$ & $0.151  \\pm  0.000$ & $0.491  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.718  \\pm  0.010$ & $0.172  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.537& $0.920  \\pm  0.005$ & $0.150  \\pm  0.000$ & $0.490  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.712  \\pm  0.010$ & $0.172  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.538& $0.920  \\pm  0.005$ & $0.149  \\pm  0.000$ & $0.489  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.710  \\pm  0.010$ & $0.172  \\pm  0.011$ &0.008\\\\\\hline\r\n",
      "0.539& $0.920  \\pm  0.005$ & $0.149  \\pm  0.000$ & $0.488  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.707  \\pm  0.010$ & $0.171  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.540& $0.921  \\pm  0.005$ & $0.148  \\pm  0.000$ & $0.487  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.705  \\pm  0.010$ & $0.171  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.541& $0.921  \\pm  0.005$ & $0.148  \\pm  0.000$ & $0.486  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.703  \\pm  0.010$ & $0.171  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.542& $0.921  \\pm  0.005$ & $0.147  \\pm  0.000$ & $0.485  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.700  \\pm  0.010$ & $0.171  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.543& $0.921  \\pm  0.005$ & $0.147  \\pm  0.000$ & $0.484  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.698  \\pm  0.010$ & $0.170  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.544& $0.922  \\pm  0.005$ & $0.146  \\pm  0.000$ & $0.483  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.696  \\pm  0.010$ & $0.170  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.545& $0.922  \\pm  0.005$ & $0.146  \\pm  0.000$ & $0.482  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.693  \\pm  0.010$ & $0.170  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.546& $0.922  \\pm  0.005$ & $0.145  \\pm  0.000$ & $0.481  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.691  \\pm  0.010$ & $0.170  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.547& $0.922  \\pm  0.005$ & $0.145  \\pm  0.000$ & $0.480  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.689  \\pm  0.009$ & $0.169  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.548& $0.923  \\pm  0.005$ & $0.144  \\pm  0.000$ & $0.479  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.687  \\pm  0.009$ & $0.169  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.549& $0.923  \\pm  0.005$ & $0.144  \\pm  0.000$ & $0.478  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.684  \\pm  0.009$ & $0.169  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.550& $0.923  \\pm  0.005$ & $0.143  \\pm  0.000$ & $0.478  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.682  \\pm  0.009$ & $0.169  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.551& $0.924  \\pm  0.005$ & $0.143  \\pm  0.000$ & $0.477  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.680  \\pm  0.009$ & $0.168  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.552& $0.924  \\pm  0.005$ & $0.142  \\pm  0.000$ & $0.476  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.677  \\pm  0.009$ & $0.168  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.553& $0.924  \\pm  0.005$ & $0.142  \\pm  0.000$ & $0.475  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.675  \\pm  0.009$ & $0.168  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.554& $0.924  \\pm  0.005$ & $0.141  \\pm  0.000$ & $0.474  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.673  \\pm  0.009$ & $0.168  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.555& $0.925  \\pm  0.005$ & $0.140  \\pm  0.000$ & $0.473  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.670  \\pm  0.009$ & $0.167  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.556& $0.925  \\pm  0.005$ & $0.140  \\pm  0.000$ & $0.472  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.668  \\pm  0.009$ & $0.167  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.557& $0.925  \\pm  0.005$ & $0.139  \\pm  0.000$ & $0.471  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.666  \\pm  0.009$ & $0.167  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.558& $0.925  \\pm  0.005$ & $0.139  \\pm  0.000$ & $0.470  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.663  \\pm  0.009$ & $0.166  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.559& $0.926  \\pm  0.005$ & $0.138  \\pm  0.000$ & $0.469  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.661  \\pm  0.009$ & $0.166  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.560& $0.926  \\pm  0.005$ & $0.138  \\pm  0.000$ & $0.468  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.659  \\pm  0.009$ & $0.166  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.561& $0.926  \\pm  0.005$ & $0.137  \\pm  0.000$ & $0.467  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.656  \\pm  0.009$ & $0.166  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.562& $0.926  \\pm  0.005$ & $0.137  \\pm  0.000$ & $0.467  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.654  \\pm  0.009$ & $0.165  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.563& $0.927  \\pm  0.005$ & $0.136  \\pm  0.000$ & $0.466  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.652  \\pm  0.009$ & $0.165  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.564& $0.927  \\pm  0.005$ & $0.136  \\pm  0.000$ & $0.465  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.649  \\pm  0.009$ & $0.165  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.565& $0.927  \\pm  0.005$ & $0.135  \\pm  0.000$ & $0.464  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.647  \\pm  0.009$ & $0.165  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.566& $0.928  \\pm  0.005$ & $0.135  \\pm  0.000$ & $0.463  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.645  \\pm  0.009$ & $0.164  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.567& $0.928  \\pm  0.005$ & $0.134  \\pm  0.000$ & $0.462  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.642  \\pm  0.009$ & $0.164  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.568& $0.928  \\pm  0.005$ & $0.134  \\pm  0.000$ & $0.461  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.640  \\pm  0.009$ & $0.164  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.569& $0.928  \\pm  0.005$ & $0.133  \\pm  0.000$ & $0.460  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.638  \\pm  0.009$ & $0.164  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.570& $0.929  \\pm  0.005$ & $0.133  \\pm  0.000$ & $0.459  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.635  \\pm  0.009$ & $0.163  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.571& $0.929  \\pm  0.005$ & $0.132  \\pm  0.000$ & $0.458  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.633  \\pm  0.009$ & $0.163  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.572& $0.929  \\pm  0.005$ & $0.132  \\pm  0.000$ & $0.457  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.631  \\pm  0.009$ & $0.163  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.573& $0.929  \\pm  0.005$ & $0.131  \\pm  0.000$ & $0.456  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.628  \\pm  0.009$ & $0.163  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.574& $0.930  \\pm  0.005$ & $0.131  \\pm  0.000$ & $0.456  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.626  \\pm  0.009$ & $0.162  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.575& $0.930  \\pm  0.005$ & $0.130  \\pm  0.000$ & $0.455  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.624  \\pm  0.009$ & $0.162  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.576& $0.930  \\pm  0.005$ & $0.130  \\pm  0.000$ & $0.454  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.621  \\pm  0.009$ & $0.162  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.577& $0.931  \\pm  0.005$ & $0.129  \\pm  0.000$ & $0.453  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.619  \\pm  0.008$ & $0.162  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.578& $0.931  \\pm  0.005$ & $0.128  \\pm  0.000$ & $0.452  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.617  \\pm  0.008$ & $0.161  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.579& $0.931  \\pm  0.005$ & $0.128  \\pm  0.000$ & $0.451  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.614  \\pm  0.008$ & $0.161  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.580& $0.931  \\pm  0.005$ & $0.127  \\pm  0.000$ & $0.450  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.612  \\pm  0.008$ & $0.161  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.581& $0.932  \\pm  0.005$ & $0.127  \\pm  0.000$ & $0.449  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.610  \\pm  0.008$ & $0.161  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.582& $0.932  \\pm  0.005$ & $0.126  \\pm  0.000$ & $0.448  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.607  \\pm  0.008$ & $0.160  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.583& $0.932  \\pm  0.005$ & $0.126  \\pm  0.000$ & $0.447  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.605  \\pm  0.008$ & $0.160  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.584& $0.932  \\pm  0.005$ & $0.125  \\pm  0.000$ & $0.446  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.603  \\pm  0.008$ & $0.160  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.585& $0.933  \\pm  0.005$ & $0.125  \\pm  0.000$ & $0.445  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.600  \\pm  0.008$ & $0.160  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.586& $0.933  \\pm  0.005$ & $0.124  \\pm  0.000$ & $0.444  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.598  \\pm  0.008$ & $0.159  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.587& $0.933  \\pm  0.005$ & $0.124  \\pm  0.000$ & $0.444  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.596  \\pm  0.008$ & $0.159  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.588& $0.933  \\pm  0.005$ & $0.123  \\pm  0.000$ & $0.443  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.593  \\pm  0.008$ & $0.159  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.589& $0.934  \\pm  0.005$ & $0.123  \\pm  0.000$ & $0.442  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.591  \\pm  0.008$ & $0.159  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.590& $0.934  \\pm  0.005$ & $0.122  \\pm  0.000$ & $0.441  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.589  \\pm  0.008$ & $0.158  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.591& $0.934  \\pm  0.005$ & $0.122  \\pm  0.000$ & $0.440  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.586  \\pm  0.008$ & $0.158  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.592& $0.935  \\pm  0.005$ & $0.121  \\pm  0.000$ & $0.439  \\pm  0.000$ & $0.989  \\pm  0.000$ & $1.584  \\pm  0.008$ & $0.158  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.593& $0.935  \\pm  0.005$ & $0.121  \\pm  0.000$ & $0.438  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.582  \\pm  0.008$ & $0.158  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.594& $0.935  \\pm  0.005$ & $0.120  \\pm  0.000$ & $0.437  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.579  \\pm  0.008$ & $0.157  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.595& $0.935  \\pm  0.005$ & $0.120  \\pm  0.000$ & $0.436  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.577  \\pm  0.008$ & $0.157  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.596& $0.936  \\pm  0.005$ & $0.119  \\pm  0.000$ & $0.435  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.575  \\pm  0.008$ & $0.157  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.597& $0.936  \\pm  0.005$ & $0.119  \\pm  0.000$ & $0.434  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.572  \\pm  0.008$ & $0.157  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.598& $0.936  \\pm  0.004$ & $0.118  \\pm  0.000$ & $0.433  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.570  \\pm  0.008$ & $0.156  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.599& $0.936  \\pm  0.004$ & $0.117  \\pm  0.000$ & $0.433  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.568  \\pm  0.008$ & $0.156  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.600& $0.937  \\pm  0.004$ & $0.117  \\pm  0.000$ & $0.432  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.565  \\pm  0.008$ & $0.156  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.601& $0.937  \\pm  0.004$ & $0.116  \\pm  0.000$ & $0.431  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.563  \\pm  0.008$ & $0.156  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.602& $0.937  \\pm  0.004$ & $0.116  \\pm  0.000$ & $0.430  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.561  \\pm  0.008$ & $0.155  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.603& $0.938  \\pm  0.004$ & $0.115  \\pm  0.000$ & $0.429  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.558  \\pm  0.008$ & $0.155  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.604& $0.938  \\pm  0.004$ & $0.115  \\pm  0.000$ & $0.428  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.556  \\pm  0.008$ & $0.155  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.605& $0.938  \\pm  0.004$ & $0.114  \\pm  0.000$ & $0.427  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.554  \\pm  0.008$ & $0.155  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.606& $0.938  \\pm  0.004$ & $0.114  \\pm  0.000$ & $0.426  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.551  \\pm  0.008$ & $0.154  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.607& $0.939  \\pm  0.004$ & $0.113  \\pm  0.000$ & $0.425  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.549  \\pm  0.008$ & $0.154  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.608& $0.939  \\pm  0.004$ & $0.113  \\pm  0.000$ & $0.424  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.547  \\pm  0.008$ & $0.154  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.609& $0.939  \\pm  0.004$ & $0.112  \\pm  0.000$ & $0.423  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.544  \\pm  0.008$ & $0.154  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.610& $0.939  \\pm  0.004$ & $0.112  \\pm  0.000$ & $0.422  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.542  \\pm  0.007$ & $0.153  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.611& $0.940  \\pm  0.004$ & $0.111  \\pm  0.000$ & $0.422  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.540  \\pm  0.007$ & $0.153  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.612& $0.940  \\pm  0.004$ & $0.111  \\pm  0.000$ & $0.421  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.538  \\pm  0.007$ & $0.153  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.613& $0.940  \\pm  0.004$ & $0.110  \\pm  0.000$ & $0.420  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.535  \\pm  0.007$ & $0.153  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.614& $0.940  \\pm  0.004$ & $0.110  \\pm  0.000$ & $0.419  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.533  \\pm  0.007$ & $0.152  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.615& $0.941  \\pm  0.004$ & $0.109  \\pm  0.000$ & $0.418  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.531  \\pm  0.007$ & $0.152  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.616& $0.941  \\pm  0.004$ & $0.109  \\pm  0.000$ & $0.417  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.528  \\pm  0.007$ & $0.152  \\pm  0.012$ &0.008\\\\\\hline\r\n",
      "0.617& $0.941  \\pm  0.004$ & $0.108  \\pm  0.000$ & $0.415  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.524  \\pm  0.007$ & $0.151  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.618& $0.942  \\pm  0.004$ & $0.107  \\pm  0.000$ & $0.415  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.523  \\pm  0.007$ & $0.151  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.619& $0.942  \\pm  0.004$ & $0.107  \\pm  0.000$ & $0.414  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.521  \\pm  0.007$ & $0.151  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.620& $0.942  \\pm  0.004$ & $0.106  \\pm  0.000$ & $0.412  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.518  \\pm  0.007$ & $0.151  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.621& $0.942  \\pm  0.004$ & $0.106  \\pm  0.000$ & $0.412  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.516  \\pm  0.007$ & $0.151  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.622& $0.942  \\pm  0.004$ & $0.105  \\pm  0.000$ & $0.411  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.514  \\pm  0.007$ & $0.151  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.623& $0.943  \\pm  0.004$ & $0.104  \\pm  0.000$ & $0.410  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.512  \\pm  0.007$ & $0.151  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.624& $0.943  \\pm  0.004$ & $0.104  \\pm  0.000$ & $0.409  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.510  \\pm  0.007$ & $0.151  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.625& $0.943  \\pm  0.004$ & $0.103  \\pm  0.000$ & $0.408  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.508  \\pm  0.007$ & $0.150  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.626& $0.943  \\pm  0.004$ & $0.103  \\pm  0.000$ & $0.407  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.506  \\pm  0.007$ & $0.150  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.627& $0.943  \\pm  0.004$ & $0.102  \\pm  0.000$ & $0.406  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.504  \\pm  0.007$ & $0.150  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.628& $0.944  \\pm  0.004$ & $0.102  \\pm  0.000$ & $0.405  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.502  \\pm  0.007$ & $0.150  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.629& $0.944  \\pm  0.004$ & $0.101  \\pm  0.000$ & $0.404  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.500  \\pm  0.007$ & $0.150  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.630& $0.944  \\pm  0.004$ & $0.101  \\pm  0.000$ & $0.403  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.498  \\pm  0.007$ & $0.150  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.631& $0.944  \\pm  0.004$ & $0.100  \\pm  0.000$ & $0.402  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.496  \\pm  0.007$ & $0.150  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.632& $0.944  \\pm  0.004$ & $0.100  \\pm  0.000$ & $0.402  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.494  \\pm  0.007$ & $0.150  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.633& $0.944  \\pm  0.004$ & $0.099  \\pm  0.000$ & $0.401  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.492  \\pm  0.007$ & $0.150  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.634& $0.945  \\pm  0.004$ & $0.099  \\pm  0.000$ & $0.400  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.490  \\pm  0.007$ & $0.150  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.635& $0.945  \\pm  0.004$ & $0.098  \\pm  0.000$ & $0.399  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.488  \\pm  0.007$ & $0.150  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.636& $0.945  \\pm  0.004$ & $0.098  \\pm  0.000$ & $0.398  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.486  \\pm  0.007$ & $0.150  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.637& $0.945  \\pm  0.004$ & $0.097  \\pm  0.000$ & $0.397  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.484  \\pm  0.007$ & $0.149  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.638& $0.945  \\pm  0.004$ & $0.097  \\pm  0.000$ & $0.396  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.482  \\pm  0.007$ & $0.149  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.639& $0.945  \\pm  0.004$ & $0.096  \\pm  0.000$ & $0.395  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.480  \\pm  0.007$ & $0.149  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.640& $0.946  \\pm  0.004$ & $0.096  \\pm  0.000$ & $0.394  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.478  \\pm  0.007$ & $0.149  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.641& $0.946  \\pm  0.004$ & $0.095  \\pm  0.000$ & $0.393  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.476  \\pm  0.007$ & $0.149  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.642& $0.946  \\pm  0.004$ & $0.095  \\pm  0.000$ & $0.392  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.474  \\pm  0.007$ & $0.149  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.643& $0.946  \\pm  0.004$ & $0.094  \\pm  0.000$ & $0.392  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.472  \\pm  0.007$ & $0.149  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.644& $0.946  \\pm  0.004$ & $0.094  \\pm  0.000$ & $0.391  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.470  \\pm  0.007$ & $0.149  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.645& $0.946  \\pm  0.004$ & $0.093  \\pm  0.000$ & $0.390  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.468  \\pm  0.007$ & $0.149  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.646& $0.947  \\pm  0.004$ & $0.093  \\pm  0.000$ & $0.389  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.466  \\pm  0.007$ & $0.149  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.647& $0.947  \\pm  0.004$ & $0.092  \\pm  0.000$ & $0.388  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.464  \\pm  0.007$ & $0.149  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.648& $0.947  \\pm  0.004$ & $0.092  \\pm  0.000$ & $0.387  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.462  \\pm  0.007$ & $0.149  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.649& $0.947  \\pm  0.004$ & $0.091  \\pm  0.000$ & $0.386  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.460  \\pm  0.007$ & $0.149  \\pm  0.012$ &0.007\\\\\\hline\r\n",
      "0.650& $0.947  \\pm  0.004$ & $0.091  \\pm  0.000$ & $0.385  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.458  \\pm  0.007$ & $0.148  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.651& $0.948  \\pm  0.004$ & $0.090  \\pm  0.000$ & $0.384  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.456  \\pm  0.006$ & $0.148  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.652& $0.948  \\pm  0.004$ & $0.090  \\pm  0.000$ & $0.383  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.454  \\pm  0.006$ & $0.148  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.653& $0.948  \\pm  0.004$ & $0.089  \\pm  0.000$ & $0.382  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.452  \\pm  0.006$ & $0.148  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.654& $0.948  \\pm  0.004$ & $0.089  \\pm  0.000$ & $0.382  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.450  \\pm  0.006$ & $0.148  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.655& $0.948  \\pm  0.004$ & $0.088  \\pm  0.000$ & $0.381  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.448  \\pm  0.006$ & $0.148  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.656& $0.948  \\pm  0.004$ & $0.088  \\pm  0.000$ & $0.380  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.446  \\pm  0.006$ & $0.148  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.657& $0.949  \\pm  0.004$ & $0.087  \\pm  0.000$ & $0.379  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.445  \\pm  0.006$ & $0.148  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.658& $0.949  \\pm  0.004$ & $0.087  \\pm  0.000$ & $0.378  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.443  \\pm  0.006$ & $0.148  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.659& $0.949  \\pm  0.004$ & $0.086  \\pm  0.000$ & $0.377  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.441  \\pm  0.006$ & $0.148  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.660& $0.949  \\pm  0.004$ & $0.085  \\pm  0.000$ & $0.376  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.439  \\pm  0.006$ & $0.148  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.661& $0.949  \\pm  0.004$ & $0.085  \\pm  0.000$ & $0.374  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.435  \\pm  0.006$ & $0.147  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.662& $0.950  \\pm  0.004$ & $0.084  \\pm  0.000$ & $0.373  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.434  \\pm  0.006$ & $0.147  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.663& $0.950  \\pm  0.004$ & $0.084  \\pm  0.000$ & $0.372  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.432  \\pm  0.006$ & $0.147  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.664& $0.950  \\pm  0.004$ & $0.083  \\pm  0.000$ & $0.372  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.431  \\pm  0.006$ & $0.147  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.665& $0.950  \\pm  0.004$ & $0.083  \\pm  0.000$ & $0.371  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.429  \\pm  0.006$ & $0.147  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.666& $0.950  \\pm  0.004$ & $0.082  \\pm  0.000$ & $0.370  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.428  \\pm  0.006$ & $0.146  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.667& $0.951  \\pm  0.004$ & $0.082  \\pm  0.000$ & $0.369  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.426  \\pm  0.006$ & $0.146  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.668& $0.951  \\pm  0.004$ & $0.082  \\pm  0.000$ & $0.368  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.425  \\pm  0.006$ & $0.146  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.669& $0.951  \\pm  0.004$ & $0.081  \\pm  0.000$ & $0.367  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.423  \\pm  0.006$ & $0.146  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.670& $0.951  \\pm  0.004$ & $0.081  \\pm  0.000$ & $0.366  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.422  \\pm  0.006$ & $0.145  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.671& $0.951  \\pm  0.004$ & $0.080  \\pm  0.000$ & $0.365  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.421  \\pm  0.006$ & $0.145  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.672& $0.951  \\pm  0.004$ & $0.080  \\pm  0.000$ & $0.364  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.419  \\pm  0.006$ & $0.145  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.673& $0.952  \\pm  0.004$ & $0.079  \\pm  0.000$ & $0.363  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.418  \\pm  0.006$ & $0.145  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.674& $0.952  \\pm  0.004$ & $0.079  \\pm  0.000$ & $0.362  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.416  \\pm  0.006$ & $0.145  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.675& $0.952  \\pm  0.004$ & $0.079  \\pm  0.000$ & $0.361  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.415  \\pm  0.006$ & $0.144  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.676& $0.952  \\pm  0.004$ & $0.078  \\pm  0.000$ & $0.360  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.413  \\pm  0.006$ & $0.144  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.677& $0.952  \\pm  0.004$ & $0.078  \\pm  0.000$ & $0.360  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.412  \\pm  0.006$ & $0.144  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.678& $0.952  \\pm  0.004$ & $0.077  \\pm  0.000$ & $0.359  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.410  \\pm  0.006$ & $0.144  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.679& $0.953  \\pm  0.004$ & $0.077  \\pm  0.000$ & $0.358  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.409  \\pm  0.006$ & $0.144  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.680& $0.953  \\pm  0.004$ & $0.077  \\pm  0.000$ & $0.357  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.407  \\pm  0.006$ & $0.143  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.681& $0.953  \\pm  0.004$ & $0.076  \\pm  0.000$ & $0.356  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.406  \\pm  0.006$ & $0.143  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.682& $0.953  \\pm  0.004$ & $0.076  \\pm  0.000$ & $0.355  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.405  \\pm  0.006$ & $0.143  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.683& $0.953  \\pm  0.004$ & $0.075  \\pm  0.000$ & $0.354  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.403  \\pm  0.006$ & $0.143  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.684& $0.954  \\pm  0.004$ & $0.075  \\pm  0.000$ & $0.353  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.402  \\pm  0.006$ & $0.143  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.685& $0.954  \\pm  0.004$ & $0.074  \\pm  0.000$ & $0.352  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.400  \\pm  0.006$ & $0.142  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.686& $0.954  \\pm  0.004$ & $0.074  \\pm  0.000$ & $0.351  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.399  \\pm  0.006$ & $0.142  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.687& $0.954  \\pm  0.004$ & $0.074  \\pm  0.000$ & $0.350  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.397  \\pm  0.006$ & $0.142  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.688& $0.954  \\pm  0.004$ & $0.073  \\pm  0.000$ & $0.349  \\pm  0.000$ & $0.990  \\pm  0.000$ & $1.396  \\pm  0.006$ & $0.142  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.689& $0.954  \\pm  0.004$ & $0.073  \\pm  0.000$ & $0.348  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.394  \\pm  0.006$ & $0.142  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.690& $0.955  \\pm  0.004$ & $0.072  \\pm  0.000$ & $0.347  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.393  \\pm  0.006$ & $0.141  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.691& $0.955  \\pm  0.004$ & $0.072  \\pm  0.000$ & $0.347  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.391  \\pm  0.006$ & $0.141  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.692& $0.955  \\pm  0.004$ & $0.071  \\pm  0.000$ & $0.346  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.390  \\pm  0.006$ & $0.141  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.693& $0.955  \\pm  0.004$ & $0.071  \\pm  0.000$ & $0.345  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.389  \\pm  0.006$ & $0.141  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.694& $0.955  \\pm  0.004$ & $0.071  \\pm  0.000$ & $0.344  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.387  \\pm  0.006$ & $0.141  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.695& $0.955  \\pm  0.004$ & $0.070  \\pm  0.000$ & $0.343  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.386  \\pm  0.006$ & $0.140  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.696& $0.956  \\pm  0.004$ & $0.070  \\pm  0.000$ & $0.342  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.384  \\pm  0.006$ & $0.140  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.697& $0.956  \\pm  0.004$ & $0.069  \\pm  0.000$ & $0.341  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.383  \\pm  0.006$ & $0.140  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.698& $0.956  \\pm  0.004$ & $0.069  \\pm  0.000$ & $0.340  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.381  \\pm  0.005$ & $0.140  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.699& $0.956  \\pm  0.004$ & $0.068  \\pm  0.000$ & $0.339  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.380  \\pm  0.005$ & $0.140  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.700& $0.956  \\pm  0.004$ & $0.068  \\pm  0.000$ & $0.338  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.378  \\pm  0.005$ & $0.139  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.701& $0.956  \\pm  0.004$ & $0.068  \\pm  0.000$ & $0.337  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.377  \\pm  0.005$ & $0.139  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.702& $0.957  \\pm  0.004$ & $0.067  \\pm  0.000$ & $0.336  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.375  \\pm  0.005$ & $0.139  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.703& $0.957  \\pm  0.004$ & $0.067  \\pm  0.000$ & $0.335  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.374  \\pm  0.005$ & $0.139  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.704& $0.957  \\pm  0.004$ & $0.066  \\pm  0.000$ & $0.335  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.373  \\pm  0.005$ & $0.139  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.705& $0.957  \\pm  0.004$ & $0.066  \\pm  0.000$ & $0.334  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.371  \\pm  0.005$ & $0.138  \\pm  0.013$ &0.007\\\\\\hline\r\n",
      "0.706& $0.957  \\pm  0.004$ & $0.066  \\pm  0.000$ & $0.333  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.370  \\pm  0.005$ & $0.138  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.707& $0.958  \\pm  0.004$ & $0.065  \\pm  0.000$ & $0.332  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.368  \\pm  0.005$ & $0.138  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.708& $0.958  \\pm  0.004$ & $0.065  \\pm  0.000$ & $0.331  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.367  \\pm  0.005$ & $0.138  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.709& $0.958  \\pm  0.004$ & $0.064  \\pm  0.000$ & $0.330  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.365  \\pm  0.005$ & $0.137  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.710& $0.958  \\pm  0.004$ & $0.064  \\pm  0.000$ & $0.329  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.364  \\pm  0.005$ & $0.137  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.711& $0.958  \\pm  0.004$ & $0.063  \\pm  0.000$ & $0.328  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.362  \\pm  0.005$ & $0.137  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.712& $0.958  \\pm  0.004$ & $0.063  \\pm  0.000$ & $0.327  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.361  \\pm  0.005$ & $0.137  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.713& $0.959  \\pm  0.004$ & $0.063  \\pm  0.000$ & $0.326  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.359  \\pm  0.005$ & $0.137  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.714& $0.959  \\pm  0.004$ & $0.062  \\pm  0.000$ & $0.325  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.358  \\pm  0.005$ & $0.136  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.715& $0.959  \\pm  0.004$ & $0.062  \\pm  0.000$ & $0.324  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.357  \\pm  0.005$ & $0.136  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.716& $0.959  \\pm  0.004$ & $0.061  \\pm  0.000$ & $0.323  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.355  \\pm  0.005$ & $0.136  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.717& $0.959  \\pm  0.004$ & $0.061  \\pm  0.000$ & $0.323  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.354  \\pm  0.005$ & $0.136  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.718& $0.959  \\pm  0.004$ & $0.060  \\pm  0.000$ & $0.322  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.352  \\pm  0.005$ & $0.136  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.719& $0.960  \\pm  0.004$ & $0.060  \\pm  0.000$ & $0.321  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.351  \\pm  0.005$ & $0.135  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.720& $0.960  \\pm  0.003$ & $0.060  \\pm  0.000$ & $0.320  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.349  \\pm  0.005$ & $0.135  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.721& $0.960  \\pm  0.003$ & $0.059  \\pm  0.000$ & $0.319  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.348  \\pm  0.005$ & $0.135  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.722& $0.960  \\pm  0.003$ & $0.059  \\pm  0.000$ & $0.318  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.346  \\pm  0.005$ & $0.135  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.723& $0.960  \\pm  0.003$ & $0.058  \\pm  0.000$ & $0.317  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.345  \\pm  0.005$ & $0.135  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.724& $0.961  \\pm  0.003$ & $0.058  \\pm  0.000$ & $0.316  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.343  \\pm  0.005$ & $0.134  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.725& $0.961  \\pm  0.003$ & $0.057  \\pm  0.000$ & $0.315  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.342  \\pm  0.005$ & $0.134  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.726& $0.961  \\pm  0.003$ & $0.057  \\pm  0.000$ & $0.314  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.341  \\pm  0.005$ & $0.134  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.727& $0.961  \\pm  0.003$ & $0.057  \\pm  0.000$ & $0.313  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.339  \\pm  0.005$ & $0.134  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.728& $0.961  \\pm  0.003$ & $0.056  \\pm  0.000$ & $0.312  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.338  \\pm  0.005$ & $0.134  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.729& $0.961  \\pm  0.003$ & $0.056  \\pm  0.000$ & $0.311  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.336  \\pm  0.005$ & $0.133  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.730& $0.962  \\pm  0.003$ & $0.055  \\pm  0.000$ & $0.311  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.335  \\pm  0.005$ & $0.133  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.731& $0.962  \\pm  0.003$ & $0.055  \\pm  0.000$ & $0.310  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.333  \\pm  0.005$ & $0.133  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.732& $0.962  \\pm  0.003$ & $0.055  \\pm  0.000$ & $0.309  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.332  \\pm  0.005$ & $0.133  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.733& $0.962  \\pm  0.003$ & $0.054  \\pm  0.000$ & $0.308  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.330  \\pm  0.005$ & $0.133  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.734& $0.962  \\pm  0.003$ & $0.054  \\pm  0.000$ & $0.307  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.329  \\pm  0.005$ & $0.132  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.735& $0.962  \\pm  0.003$ & $0.053  \\pm  0.000$ & $0.306  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.327  \\pm  0.005$ & $0.132  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.736& $0.963  \\pm  0.003$ & $0.053  \\pm  0.000$ & $0.305  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.326  \\pm  0.005$ & $0.132  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.737& $0.963  \\pm  0.003$ & $0.052  \\pm  0.000$ & $0.304  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.325  \\pm  0.005$ & $0.132  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.738& $0.963  \\pm  0.003$ & $0.052  \\pm  0.000$ & $0.303  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.323  \\pm  0.005$ & $0.132  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.739& $0.963  \\pm  0.003$ & $0.052  \\pm  0.000$ & $0.302  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.322  \\pm  0.005$ & $0.131  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.740& $0.963  \\pm  0.003$ & $0.051  \\pm  0.000$ & $0.301  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.320  \\pm  0.005$ & $0.131  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.741& $0.964  \\pm  0.003$ & $0.051  \\pm  0.000$ & $0.300  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.319  \\pm  0.005$ & $0.131  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.742& $0.964  \\pm  0.003$ & $0.050  \\pm  0.000$ & $0.299  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.317  \\pm  0.005$ & $0.131  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.743& $0.964  \\pm  0.003$ & $0.050  \\pm  0.000$ & $0.298  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.316  \\pm  0.005$ & $0.131  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.744& $0.964  \\pm  0.003$ & $0.049  \\pm  0.000$ & $0.298  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.314  \\pm  0.005$ & $0.130  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.745& $0.964  \\pm  0.003$ & $0.049  \\pm  0.000$ & $0.297  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.313  \\pm  0.005$ & $0.130  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.746& $0.964  \\pm  0.003$ & $0.049  \\pm  0.000$ & $0.296  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.311  \\pm  0.005$ & $0.130  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.747& $0.965  \\pm  0.003$ & $0.048  \\pm  0.000$ & $0.295  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.310  \\pm  0.005$ & $0.130  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.748& $0.965  \\pm  0.003$ & $0.048  \\pm  0.000$ & $0.294  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.309  \\pm  0.005$ & $0.129  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.749& $0.965  \\pm  0.003$ & $0.047  \\pm  0.000$ & $0.293  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.307  \\pm  0.004$ & $0.129  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.750& $0.965  \\pm  0.003$ & $0.047  \\pm  0.000$ & $0.292  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.306  \\pm  0.004$ & $0.129  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.751& $0.965  \\pm  0.003$ & $0.046  \\pm  0.000$ & $0.291  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.304  \\pm  0.004$ & $0.129  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.752& $0.965  \\pm  0.003$ & $0.046  \\pm  0.000$ & $0.290  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.303  \\pm  0.004$ & $0.129  \\pm  0.014$ &0.007\\\\\\hline\r\n",
      "0.753& $0.966  \\pm  0.003$ & $0.046  \\pm  0.000$ & $0.289  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.301  \\pm  0.004$ & $0.128  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.754& $0.966  \\pm  0.003$ & $0.045  \\pm  0.000$ & $0.288  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.300  \\pm  0.004$ & $0.128  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.755& $0.966  \\pm  0.003$ & $0.045  \\pm  0.000$ & $0.287  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.298  \\pm  0.004$ & $0.128  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.756& $0.966  \\pm  0.003$ & $0.044  \\pm  0.000$ & $0.286  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.297  \\pm  0.004$ & $0.128  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.757& $0.966  \\pm  0.003$ & $0.044  \\pm  0.000$ & $0.286  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.295  \\pm  0.004$ & $0.128  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.758& $0.967  \\pm  0.003$ & $0.044  \\pm  0.000$ & $0.285  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.294  \\pm  0.004$ & $0.127  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.759& $0.967  \\pm  0.003$ & $0.043  \\pm  0.000$ & $0.284  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.293  \\pm  0.004$ & $0.127  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.760& $0.967  \\pm  0.003$ & $0.043  \\pm  0.000$ & $0.283  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.291  \\pm  0.004$ & $0.127  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.761& $0.967  \\pm  0.003$ & $0.042  \\pm  0.000$ & $0.282  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.290  \\pm  0.004$ & $0.127  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.762& $0.967  \\pm  0.003$ & $0.042  \\pm  0.000$ & $0.281  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.288  \\pm  0.004$ & $0.127  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.763& $0.967  \\pm  0.003$ & $0.041  \\pm  0.000$ & $0.280  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.287  \\pm  0.004$ & $0.126  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.764& $0.968  \\pm  0.003$ & $0.041  \\pm  0.000$ & $0.279  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.285  \\pm  0.004$ & $0.126  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.765& $0.968  \\pm  0.003$ & $0.041  \\pm  0.000$ & $0.278  \\pm  0.000$ & $0.991  \\pm  0.000$ & $1.284  \\pm  0.004$ & $0.126  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.766& $0.968  \\pm  0.003$ & $0.040  \\pm  0.000$ & $0.277  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.282  \\pm  0.004$ & $0.126  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.767& $0.968  \\pm  0.003$ & $0.040  \\pm  0.000$ & $0.276  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.281  \\pm  0.004$ & $0.126  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.768& $0.968  \\pm  0.003$ & $0.039  \\pm  0.000$ & $0.275  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.279  \\pm  0.004$ & $0.125  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.769& $0.968  \\pm  0.003$ & $0.039  \\pm  0.000$ & $0.274  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.278  \\pm  0.004$ & $0.125  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.770& $0.969  \\pm  0.003$ & $0.038  \\pm  0.000$ & $0.274  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.277  \\pm  0.004$ & $0.125  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.771& $0.969  \\pm  0.003$ & $0.038  \\pm  0.000$ & $0.273  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.275  \\pm  0.004$ & $0.125  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.772& $0.969  \\pm  0.003$ & $0.038  \\pm  0.000$ & $0.272  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.274  \\pm  0.004$ & $0.125  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.773& $0.969  \\pm  0.003$ & $0.037  \\pm  0.000$ & $0.271  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.272  \\pm  0.004$ & $0.124  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.774& $0.969  \\pm  0.003$ & $0.037  \\pm  0.000$ & $0.270  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.271  \\pm  0.004$ & $0.124  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.775& $0.969  \\pm  0.003$ & $0.036  \\pm  0.000$ & $0.269  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.269  \\pm  0.004$ & $0.124  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.776& $0.970  \\pm  0.003$ & $0.036  \\pm  0.000$ & $0.268  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.268  \\pm  0.004$ & $0.124  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.777& $0.970  \\pm  0.003$ & $0.035  \\pm  0.000$ & $0.267  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.266  \\pm  0.004$ & $0.124  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.778& $0.970  \\pm  0.003$ & $0.035  \\pm  0.000$ & $0.266  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.265  \\pm  0.004$ & $0.123  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.779& $0.970  \\pm  0.003$ & $0.035  \\pm  0.000$ & $0.265  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.263  \\pm  0.004$ & $0.123  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.780& $0.970  \\pm  0.003$ & $0.034  \\pm  0.000$ & $0.264  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.262  \\pm  0.004$ & $0.123  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.781& $0.971  \\pm  0.003$ & $0.034  \\pm  0.000$ & $0.263  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.261  \\pm  0.004$ & $0.123  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.782& $0.971  \\pm  0.003$ & $0.033  \\pm  0.000$ & $0.262  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.259  \\pm  0.004$ & $0.123  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.783& $0.971  \\pm  0.003$ & $0.033  \\pm  0.000$ & $0.262  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.258  \\pm  0.004$ & $0.122  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.784& $0.971  \\pm  0.003$ & $0.033  \\pm  0.000$ & $0.261  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.256  \\pm  0.004$ & $0.122  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.785& $0.971  \\pm  0.003$ & $0.032  \\pm  0.000$ & $0.260  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.255  \\pm  0.004$ & $0.122  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.786& $0.971  \\pm  0.003$ & $0.032  \\pm  0.000$ & $0.259  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.253  \\pm  0.004$ & $0.122  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.787& $0.972  \\pm  0.003$ & $0.031  \\pm  0.000$ & $0.258  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.252  \\pm  0.004$ & $0.121  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.788& $0.972  \\pm  0.003$ & $0.031  \\pm  0.000$ & $0.257  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.250  \\pm  0.004$ & $0.121  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.789& $0.972  \\pm  0.003$ & $0.030  \\pm  0.000$ & $0.256  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.249  \\pm  0.004$ & $0.121  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.790& $0.972  \\pm  0.003$ & $0.030  \\pm  0.000$ & $0.255  \\pm  0.000$ & $0.992  \\pm  0.000$ & $1.247  \\pm  0.004$ & $0.121  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.791& $0.972  \\pm  0.003$ & $0.030  \\pm  0.000$ & $0.254  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.246  \\pm  0.004$ & $0.121  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.792& $0.972  \\pm  0.003$ & $0.029  \\pm  0.000$ & $0.253  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.245  \\pm  0.004$ & $0.120  \\pm  0.015$ &0.007\\\\\\hline\r\n",
      "0.793& $0.973  \\pm  0.003$ & $0.029  \\pm  0.000$ & $0.252  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.243  \\pm  0.004$ & $0.120  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.794& $0.973  \\pm  0.003$ & $0.028  \\pm  0.000$ & $0.251  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.242  \\pm  0.004$ & $0.120  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.795& $0.973  \\pm  0.003$ & $0.028  \\pm  0.000$ & $0.250  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.240  \\pm  0.004$ & $0.120  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.796& $0.973  \\pm  0.003$ & $0.027  \\pm  0.000$ & $0.249  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.239  \\pm  0.004$ & $0.120  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.797& $0.973  \\pm  0.003$ & $0.027  \\pm  0.000$ & $0.249  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.237  \\pm  0.004$ & $0.119  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.798& $0.974  \\pm  0.003$ & $0.027  \\pm  0.000$ & $0.248  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.236  \\pm  0.004$ & $0.119  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.799& $0.974  \\pm  0.003$ & $0.026  \\pm  0.000$ & $0.247  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.234  \\pm  0.004$ & $0.119  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.800& $0.974  \\pm  0.003$ & $0.026  \\pm  0.000$ & $0.246  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.233  \\pm  0.004$ & $0.119  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.801& $0.974  \\pm  0.003$ & $0.025  \\pm  0.000$ & $0.245  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.231  \\pm  0.004$ & $0.119  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.802& $0.974  \\pm  0.003$ & $0.025  \\pm  0.000$ & $0.244  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.230  \\pm  0.004$ & $0.118  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.803& $0.974  \\pm  0.003$ & $0.024  \\pm  0.000$ & $0.243  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.229  \\pm  0.003$ & $0.118  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.804& $0.975  \\pm  0.003$ & $0.024  \\pm  0.000$ & $0.242  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.227  \\pm  0.003$ & $0.118  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.805& $0.975  \\pm  0.003$ & $0.024  \\pm  0.000$ & $0.241  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.226  \\pm  0.003$ & $0.118  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.806& $0.975  \\pm  0.003$ & $0.023  \\pm  0.000$ & $0.240  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.224  \\pm  0.003$ & $0.118  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.807& $0.975  \\pm  0.003$ & $0.023  \\pm  0.000$ & $0.239  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.223  \\pm  0.003$ & $0.117  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.808& $0.975  \\pm  0.003$ & $0.022  \\pm  0.000$ & $0.238  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.221  \\pm  0.003$ & $0.117  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.809& $0.975  \\pm  0.003$ & $0.022  \\pm  0.000$ & $0.237  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.220  \\pm  0.003$ & $0.117  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.810& $0.976  \\pm  0.003$ & $0.022  \\pm  0.000$ & $0.237  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.218  \\pm  0.003$ & $0.117  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.811& $0.976  \\pm  0.003$ & $0.021  \\pm  0.000$ & $0.236  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.217  \\pm  0.003$ & $0.117  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.812& $0.976  \\pm  0.003$ & $0.021  \\pm  0.000$ & $0.235  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.215  \\pm  0.003$ & $0.116  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.813& $0.976  \\pm  0.003$ & $0.020  \\pm  0.000$ & $0.234  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.214  \\pm  0.003$ & $0.116  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.814& $0.976  \\pm  0.003$ & $0.020  \\pm  0.000$ & $0.233  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.213  \\pm  0.003$ & $0.116  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.815& $0.977  \\pm  0.003$ & $0.019  \\pm  0.000$ & $0.232  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.211  \\pm  0.003$ & $0.116  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.816& $0.977  \\pm  0.003$ & $0.019  \\pm  0.000$ & $0.231  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.210  \\pm  0.003$ & $0.116  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.817& $0.977  \\pm  0.003$ & $0.019  \\pm  0.000$ & $0.230  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.208  \\pm  0.003$ & $0.115  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.818& $0.977  \\pm  0.003$ & $0.018  \\pm  0.000$ & $0.229  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.207  \\pm  0.003$ & $0.115  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.819& $0.977  \\pm  0.003$ & $0.018  \\pm  0.000$ & $0.228  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.205  \\pm  0.003$ & $0.115  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.820& $0.977  \\pm  0.003$ & $0.017  \\pm  0.000$ & $0.227  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.204  \\pm  0.003$ & $0.115  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.821& $0.978  \\pm  0.003$ & $0.017  \\pm  0.000$ & $0.226  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.202  \\pm  0.003$ & $0.115  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.822& $0.978  \\pm  0.002$ & $0.016  \\pm  0.000$ & $0.225  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.201  \\pm  0.003$ & $0.114  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.823& $0.978  \\pm  0.002$ & $0.016  \\pm  0.000$ & $0.225  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.199  \\pm  0.003$ & $0.114  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.824& $0.978  \\pm  0.002$ & $0.016  \\pm  0.000$ & $0.224  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.198  \\pm  0.003$ & $0.114  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.825& $0.978  \\pm  0.002$ & $0.015  \\pm  0.000$ & $0.223  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.197  \\pm  0.003$ & $0.114  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.826& $0.978  \\pm  0.002$ & $0.015  \\pm  0.000$ & $0.222  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.195  \\pm  0.003$ & $0.113  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.827& $0.979  \\pm  0.002$ & $0.014  \\pm  0.000$ & $0.221  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.194  \\pm  0.003$ & $0.113  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.828& $0.979  \\pm  0.002$ & $0.014  \\pm  0.000$ & $0.220  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.192  \\pm  0.003$ & $0.113  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.829& $0.979  \\pm  0.002$ & $0.013  \\pm  0.000$ & $0.219  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.191  \\pm  0.003$ & $0.113  \\pm  0.016$ &0.007\\\\\\hline\r\n",
      "0.830& $0.979  \\pm  0.002$ & $0.013  \\pm  0.000$ & $0.218  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.189  \\pm  0.003$ & $0.113  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.831& $0.979  \\pm  0.002$ & $0.013  \\pm  0.000$ & $0.217  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.188  \\pm  0.003$ & $0.112  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.832& $0.980  \\pm  0.002$ & $0.012  \\pm  0.000$ & $0.216  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.186  \\pm  0.003$ & $0.112  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.833& $0.980  \\pm  0.002$ & $0.012  \\pm  0.000$ & $0.215  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.185  \\pm  0.003$ & $0.112  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.834& $0.980  \\pm  0.002$ & $0.011  \\pm  0.000$ & $0.214  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.183  \\pm  0.003$ & $0.112  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.835& $0.980  \\pm  0.002$ & $0.011  \\pm  0.000$ & $0.213  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.182  \\pm  0.003$ & $0.112  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.836& $0.980  \\pm  0.002$ & $0.011  \\pm  0.000$ & $0.213  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.181  \\pm  0.003$ & $0.111  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.837& $0.980  \\pm  0.002$ & $0.010  \\pm  0.000$ & $0.212  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.179  \\pm  0.003$ & $0.111  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.838& $0.981  \\pm  0.002$ & $0.010  \\pm  0.000$ & $0.211  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.178  \\pm  0.003$ & $0.111  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.839& $0.981  \\pm  0.002$ & $0.009  \\pm  0.000$ & $0.210  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.176  \\pm  0.003$ & $0.111  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.840& $0.981  \\pm  0.002$ & $0.009  \\pm  0.000$ & $0.209  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.175  \\pm  0.003$ & $0.111  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.841& $0.981  \\pm  0.002$ & $0.008  \\pm  0.000$ & $0.208  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.173  \\pm  0.003$ & $0.110  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.842& $0.981  \\pm  0.002$ & $0.008  \\pm  0.000$ & $0.207  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.172  \\pm  0.003$ & $0.110  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.843& $0.981  \\pm  0.002$ & $0.008  \\pm  0.000$ & $0.206  \\pm  0.000$ & $0.992  \\pm  0.001$ & $1.170  \\pm  0.003$ & $0.110  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.844& $0.982  \\pm  0.002$ & $0.007  \\pm  0.000$ & $0.205  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.169  \\pm  0.003$ & $0.110  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.845& $0.982  \\pm  0.002$ & $0.007  \\pm  0.000$ & $0.204  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.167  \\pm  0.003$ & $0.110  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.846& $0.982  \\pm  0.002$ & $0.006  \\pm  0.000$ & $0.203  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.166  \\pm  0.003$ & $0.109  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.847& $0.982  \\pm  0.002$ & $0.006  \\pm  0.000$ & $0.202  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.165  \\pm  0.003$ & $0.109  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.848& $0.982  \\pm  0.002$ & $0.005  \\pm  0.000$ & $0.201  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.163  \\pm  0.003$ & $0.109  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.849& $0.982  \\pm  0.002$ & $0.005  \\pm  0.000$ & $0.200  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.162  \\pm  0.003$ & $0.109  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.850& $0.983  \\pm  0.002$ & $0.005  \\pm  0.000$ & $0.200  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.160  \\pm  0.003$ & $0.109  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.851& $0.983  \\pm  0.002$ & $0.004  \\pm  0.000$ & $0.199  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.159  \\pm  0.003$ & $0.108  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.852& $0.983  \\pm  0.002$ & $0.004  \\pm  0.000$ & $0.198  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.157  \\pm  0.003$ & $0.108  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.853& $0.983  \\pm  0.002$ & $0.003  \\pm  0.000$ & $0.197  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.156  \\pm  0.003$ & $0.108  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.854& $0.983  \\pm  0.002$ & $0.003  \\pm  0.000$ & $0.196  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.154  \\pm  0.003$ & $0.108  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.855& $0.984  \\pm  0.002$ & $0.002  \\pm  0.000$ & $0.195  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.153  \\pm  0.003$ & $0.108  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.856& $0.984  \\pm  0.002$ & $0.002  \\pm  0.000$ & $0.194  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.151  \\pm  0.002$ & $0.107  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.857& $0.984  \\pm  0.002$ & $0.002  \\pm  0.000$ & $0.193  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.150  \\pm  0.002$ & $0.107  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.858& $0.984  \\pm  0.002$ & $0.001  \\pm  0.000$ & $0.192  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.149  \\pm  0.002$ & $0.107  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.859& $0.984  \\pm  0.002$ & $0.001  \\pm  0.000$ & $0.191  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.147  \\pm  0.002$ & $0.107  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.860& $0.984  \\pm  0.002$ & $0.000  \\pm  0.000$ & $0.190  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.146  \\pm  0.002$ & $0.107  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.861& $0.985  \\pm  0.002$ & $0.000  \\pm  0.000$ & $0.189  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.144  \\pm  0.002$ & $0.106  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.862& $0.985  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.188  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.142  \\pm  0.002$ & $0.106  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.863& $0.985  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.187  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.141  \\pm  0.002$ & $0.105  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.864& $0.985  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.186  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.140  \\pm  0.002$ & $0.105  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.865& $0.985  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.185  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.138  \\pm  0.002$ & $0.104  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.866& $0.986  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.184  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.137  \\pm  0.002$ & $0.104  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.867& $0.986  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.183  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.136  \\pm  0.002$ & $0.103  \\pm  0.017$ &0.007\\\\\\hline\r\n",
      "0.868& $0.986  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.182  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.135  \\pm  0.002$ & $0.103  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.869& $0.986  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.181  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.134  \\pm  0.002$ & $0.102  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.870& $0.986  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.180  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.133  \\pm  0.002$ & $0.102  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.871& $0.986  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.179  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.132  \\pm  0.002$ & $0.101  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.872& $0.986  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.179  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.131  \\pm  0.002$ & $0.101  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.873& $0.987  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.178  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.130  \\pm  0.002$ & $0.100  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.874& $0.987  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.177  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.129  \\pm  0.002$ & $0.099  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.875& $0.987  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.176  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.128  \\pm  0.002$ & $0.099  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.876& $0.987  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.175  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.127  \\pm  0.002$ & $0.098  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.877& $0.987  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.174  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.126  \\pm  0.002$ & $0.098  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.878& $0.987  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.173  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.125  \\pm  0.002$ & $0.097  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.879& $0.988  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.172  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.124  \\pm  0.002$ & $0.097  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.880& $0.988  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.171  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.123  \\pm  0.002$ & $0.096  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.881& $0.988  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.170  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.121  \\pm  0.002$ & $0.096  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.882& $0.988  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.169  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.120  \\pm  0.002$ & $0.095  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.883& $0.988  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.169  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.119  \\pm  0.002$ & $0.095  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.884& $0.988  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.168  \\pm  0.000$ & $0.993  \\pm  0.001$ & $1.118  \\pm  0.002$ & $0.094  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.885& $0.988  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.167  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.117  \\pm  0.002$ & $0.094  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.886& $0.989  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.166  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.116  \\pm  0.002$ & $0.093  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.887& $0.989  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.165  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.115  \\pm  0.002$ & $0.093  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.888& $0.989  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.164  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.114  \\pm  0.002$ & $0.092  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.889& $0.989  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.163  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.113  \\pm  0.002$ & $0.092  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.890& $0.989  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.162  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.112  \\pm  0.002$ & $0.091  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.891& $0.989  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.161  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.111  \\pm  0.002$ & $0.091  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.892& $0.989  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.160  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.110  \\pm  0.002$ & $0.090  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.893& $0.990  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.159  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.109  \\pm  0.002$ & $0.090  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.894& $0.990  \\pm  0.002$ & $0.0  \\pm  0.000$ & $0.159  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.108  \\pm  0.002$ & $0.089  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.895& $0.990  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.158  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.107  \\pm  0.002$ & $0.089  \\pm  0.018$ &0.007\\\\\\hline\r\n",
      "0.896& $0.990  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.157  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.106  \\pm  0.002$ & $0.088  \\pm  0.019$ &0.007\\\\\\hline\r\n",
      "0.897& $0.990  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.156  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.104  \\pm  0.002$ & $0.088  \\pm  0.019$ &0.007\\\\\\hline\r\n",
      "0.898& $0.990  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.155  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.103  \\pm  0.002$ & $0.087  \\pm  0.019$ &0.007\\\\\\hline\r\n",
      "0.899& $0.991  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.154  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.102  \\pm  0.002$ & $0.087  \\pm  0.019$ &0.007\\\\\\hline\r\n",
      "0.900& $0.991  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.153  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.101  \\pm  0.002$ & $0.086  \\pm  0.019$ &0.007\\\\\\hline\r\n",
      "0.901& $0.991  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.152  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.100  \\pm  0.002$ & $0.086  \\pm  0.019$ &0.007\\\\\\hline\r\n",
      "0.902& $0.991  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.151  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.099  \\pm  0.002$ & $0.085  \\pm  0.019$ &0.007\\\\\\hline\r\n",
      "0.903& $0.991  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.150  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.098  \\pm  0.002$ & $0.085  \\pm  0.019$ &0.007\\\\\\hline\r\n",
      "0.904& $0.991  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.150  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.097  \\pm  0.002$ & $0.084  \\pm  0.019$ &0.007\\\\\\hline\r\n",
      "0.905& $0.992  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.148  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.095  \\pm  0.002$ & $0.083  \\pm  0.019$ &0.007\\\\\\hline\r\n",
      "0.906& $0.992  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.147  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.094  \\pm  0.001$ & $0.083  \\pm  0.019$ &0.007\\\\\\hline\r\n",
      "0.907& $0.992  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.146  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.093  \\pm  0.001$ & $0.083  \\pm  0.019$ &0.007\\\\\\hline\r\n",
      "0.908& $0.992  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.145  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.092  \\pm  0.001$ & $0.082  \\pm  0.019$ &0.007\\\\\\hline\r\n",
      "0.909& $0.992  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.144  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.091  \\pm  0.001$ & $0.082  \\pm  0.019$ &0.007\\\\\\hline\r\n",
      "0.910& $0.992  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.143  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.090  \\pm  0.001$ & $0.082  \\pm  0.019$ &0.007\\\\\\hline\r\n",
      "0.911& $0.992  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.142  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.089  \\pm  0.001$ & $0.081  \\pm  0.019$ &0.007\\\\\\hline\r\n",
      "0.912& $0.992  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.141  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.088  \\pm  0.001$ & $0.081  \\pm  0.019$ &0.007\\\\\\hline\r\n",
      "0.913& $0.992  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.140  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.087  \\pm  0.001$ & $0.080  \\pm  0.019$ &0.007\\\\\\hline\r\n",
      "0.914& $0.992  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.139  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.086  \\pm  0.001$ & $0.080  \\pm  0.020$ &0.007\\\\\\hline\r\n",
      "0.915& $0.992  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.138  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.085  \\pm  0.001$ & $0.080  \\pm  0.020$ &0.007\\\\\\hline\r\n",
      "0.916& $0.993  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.138  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.084  \\pm  0.001$ & $0.079  \\pm  0.020$ &0.007\\\\\\hline\r\n",
      "0.917& $0.993  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.137  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.083  \\pm  0.001$ & $0.079  \\pm  0.020$ &0.007\\\\\\hline\r\n",
      "0.918& $0.993  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.136  \\pm  0.000$ & $0.994  \\pm  0.001$ & $1.082  \\pm  0.001$ & $0.079  \\pm  0.020$ &0.007\\\\\\hline\r\n",
      "0.919& $0.993  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.135  \\pm  9.977$ & $0.994  \\pm  0.001$ & $1.081  \\pm  0.001$ & $0.078  \\pm  0.020$ &0.007\\\\\\hline\r\n",
      "0.920& $0.993  \\pm  0.001$ & $0.0  \\pm  0.000$ & $0.134  \\pm  9.907$ & $0.995  \\pm  0.001$ & $1.080  \\pm  0.001$ & $0.078  \\pm  0.020$ &0.007\\\\\\hline\r\n",
      "0.921& $0.993  \\pm  0.001$ & $0.0  \\pm  9.945$ & $0.133  \\pm  9.836$ & $0.995  \\pm  0.001$ & $1.079  \\pm  0.001$ & $0.078  \\pm  0.020$ &0.007\\\\\\hline\r\n",
      "0.922& $0.993  \\pm  0.001$ & $0.0  \\pm  9.864$ & $0.132  \\pm  9.765$ & $0.995  \\pm  0.001$ & $1.078  \\pm  0.001$ & $0.077  \\pm  0.020$ &0.007\\\\\\hline\r\n",
      "0.923& $0.993  \\pm  0.001$ & $0.0  \\pm  9.782$ & $0.131  \\pm  9.694$ & $0.995  \\pm  0.001$ & $1.077  \\pm  0.001$ & $0.077  \\pm  0.020$ &0.007\\\\\\hline\r\n",
      "0.924& $0.993  \\pm  0.001$ & $0.0  \\pm  9.700$ & $0.130  \\pm  9.621$ & $0.995  \\pm  0.001$ & $1.076  \\pm  0.001$ & $0.076  \\pm  0.021$ &0.007\\\\\\hline\r\n",
      "0.925& $0.993  \\pm  0.001$ & $0.0  \\pm  9.617$ & $0.129  \\pm  9.548$ & $0.995  \\pm  0.001$ & $1.075  \\pm  0.001$ & $0.076  \\pm  0.021$ &0.007\\\\\\hline\r\n",
      "0.926& $0.994  \\pm  0.001$ & $0.0  \\pm  9.534$ & $0.128  \\pm  9.475$ & $0.995  \\pm  0.001$ & $1.074  \\pm  0.001$ & $0.076  \\pm  0.021$ &0.007\\\\\\hline\r\n",
      "0.927& $0.994  \\pm  0.001$ & $0.0  \\pm  9.451$ & $0.127  \\pm  9.401$ & $0.995  \\pm  0.001$ & $1.073  \\pm  0.001$ & $0.075  \\pm  0.021$ &0.007\\\\\\hline\r\n",
      "0.928& $0.994  \\pm  0.001$ & $0.0  \\pm  9.367$ & $0.126  \\pm  9.326$ & $0.995  \\pm  0.001$ & $1.072  \\pm  0.001$ & $0.075  \\pm  0.021$ &0.007\\\\\\hline\r\n",
      "0.929& $0.994  \\pm  0.001$ & $0.0  \\pm  9.282$ & $0.126  \\pm  9.251$ & $0.995  \\pm  0.001$ & $1.071  \\pm  0.001$ & $0.075  \\pm  0.021$ &0.007\\\\\\hline\r\n",
      "0.930& $0.994  \\pm  0.001$ & $0.0  \\pm  9.197$ & $0.125  \\pm  9.175$ & $0.995  \\pm  0.001$ & $1.070  \\pm  0.001$ & $0.074  \\pm  0.021$ &0.007\\\\\\hline\r\n",
      "0.931& $0.994  \\pm  0.001$ & $0.0  \\pm  9.112$ & $0.124  \\pm  9.099$ & $0.995  \\pm  0.001$ & $1.069  \\pm  0.001$ & $0.074  \\pm  0.021$ &0.007\\\\\\hline\r\n",
      "0.932& $0.994  \\pm  0.001$ & $0.0  \\pm  9.026$ & $0.123  \\pm  9.022$ & $0.995  \\pm  0.001$ & $1.067  \\pm  0.001$ & $0.074  \\pm  0.022$ &0.007\\\\\\hline\r\n",
      "0.933& $0.994  \\pm  0.001$ & $0.0  \\pm  8.940$ & $0.122  \\pm  8.944$ & $0.995  \\pm  0.001$ & $1.066  \\pm  0.001$ & $0.073  \\pm  0.022$ &0.007\\\\\\hline\r\n",
      "0.934& $0.994  \\pm  0.001$ & $0.0  \\pm  8.853$ & $0.121  \\pm  8.865$ & $0.995  \\pm  0.001$ & $1.065  \\pm  0.001$ & $0.073  \\pm  0.022$ &0.007\\\\\\hline\r\n",
      "0.935& $0.994  \\pm  0.001$ & $0.0  \\pm  8.766$ & $0.120  \\pm  8.786$ & $0.995  \\pm  0.001$ & $1.064  \\pm  0.001$ & $0.072  \\pm  0.022$ &0.007\\\\\\hline\r\n",
      "0.936& $0.994  \\pm  0.001$ & $0.0  \\pm  8.678$ & $0.119  \\pm  8.706$ & $0.995  \\pm  0.001$ & $1.063  \\pm  0.001$ & $0.072  \\pm  0.022$ &0.007\\\\\\hline\r\n",
      "0.937& $0.995  \\pm  0.001$ & $0.0  \\pm  8.589$ & $0.118  \\pm  8.625$ & $0.995  \\pm  0.001$ & $1.062  \\pm  0.001$ & $0.072  \\pm  0.022$ &0.007\\\\\\hline\r\n",
      "0.938& $0.995  \\pm  0.001$ & $0.0  \\pm  8.500$ & $0.117  \\pm  8.544$ & $0.995  \\pm  0.001$ & $1.061  \\pm  0.001$ & $0.071  \\pm  0.022$ &0.007\\\\\\hline\r\n",
      "0.939& $0.995  \\pm  0.001$ & $0.0  \\pm  8.410$ & $0.116  \\pm  8.461$ & $0.995  \\pm  0.001$ & $1.060  \\pm  0.001$ & $0.071  \\pm  0.023$ &0.007\\\\\\hline\r\n",
      "0.940& $0.995  \\pm  0.001$ & $0.0  \\pm  8.319$ & $0.115  \\pm  8.378$ & $0.995  \\pm  0.001$ & $1.059  \\pm  0.001$ & $0.071  \\pm  0.023$ &0.007\\\\\\hline\r\n",
      "0.941& $0.995  \\pm  0.001$ & $0.0  \\pm  8.228$ & $0.114  \\pm  8.294$ & $0.995  \\pm  0.001$ & $1.058  \\pm  0.001$ & $0.070  \\pm  0.023$ &0.007\\\\\\hline\r\n",
      "0.942& $0.995  \\pm  0.001$ & $0.0  \\pm  8.136$ & $0.114  \\pm  8.209$ & $0.995  \\pm  0.001$ & $1.057  \\pm  0.001$ & $0.070  \\pm  0.023$ &0.007\\\\\\hline\r\n",
      "0.943& $0.995  \\pm  0.001$ & $0.0  \\pm  8.044$ & $0.113  \\pm  8.124$ & $0.995  \\pm  0.001$ & $1.056  \\pm  0.001$ & $0.070  \\pm  0.023$ &0.007\\\\\\hline\r\n",
      "0.944& $0.995  \\pm  0.001$ & $0.0  \\pm  7.951$ & $0.112  \\pm  8.037$ & $0.995  \\pm  0.001$ & $1.055  \\pm  0.001$ & $0.069  \\pm  0.023$ &0.007\\\\\\hline\r\n",
      "0.945& $0.995  \\pm  0.001$ & $0.0  \\pm  7.856$ & $0.111  \\pm  7.949$ & $0.995  \\pm  0.001$ & $1.054  \\pm  0.001$ & $0.069  \\pm  0.024$ &0.007\\\\\\hline\r\n",
      "0.946& $0.995  \\pm  0.001$ & $0.0  \\pm  7.762$ & $0.110  \\pm  7.861$ & $0.995  \\pm  0.001$ & $1.053  \\pm  0.001$ & $0.068  \\pm  0.024$ &0.007\\\\\\hline\r\n",
      "0.947& $0.995  \\pm  0.001$ & $0.0  \\pm  7.666$ & $0.109  \\pm  7.771$ & $0.995  \\pm  0.001$ & $1.052  \\pm  0.001$ & $0.068  \\pm  0.024$ &0.007\\\\\\hline\r\n",
      "0.948& $0.996  \\pm  0.001$ & $0.0  \\pm  7.569$ & $0.108  \\pm  7.680$ & $0.995  \\pm  0.001$ & $1.051  \\pm  0.001$ & $0.068  \\pm  0.024$ &0.007\\\\\\hline\r\n",
      "0.949& $0.996  \\pm  0.001$ & $0.0  \\pm  7.472$ & $0.107  \\pm  7.588$ & $0.995  \\pm  0.001$ & $1.050  \\pm  0.001$ & $0.067  \\pm  0.024$ &0.007\\\\\\hline\r\n",
      "0.950& $0.996  \\pm  0.001$ & $0.0  \\pm  7.373$ & $0.106  \\pm  7.495$ & $0.995  \\pm  0.001$ & $1.049  \\pm  0.001$ & $0.067  \\pm  0.024$ &0.007\\\\\\hline\r\n",
      "0.951& $0.996  \\pm  0.001$ & $0.0  \\pm  7.274$ & $0.105  \\pm  7.401$ & $0.995  \\pm  0.001$ & $1.048  \\pm  0.001$ & $0.067  \\pm  0.025$ &0.007\\\\\\hline\r\n",
      "0.952& $0.996  \\pm  0.001$ & $0.0  \\pm  7.173$ & $0.104  \\pm  7.306$ & $0.995  \\pm  0.001$ & $1.047  \\pm  0.001$ & $0.066  \\pm  0.025$ &0.007\\\\\\hline\r\n",
      "0.953& $0.996  \\pm  0.001$ & $0.0  \\pm  7.072$ & $0.103  \\pm  7.209$ & $0.995  \\pm  0.001$ & $1.046  \\pm  0.001$ & $0.066  \\pm  0.025$ &0.007\\\\\\hline\r\n",
      "0.954& $0.996  \\pm  0.001$ & $0.0  \\pm  6.969$ & $0.102  \\pm  7.111$ & $0.995  \\pm  0.001$ & $1.045  \\pm  0.001$ & $0.065  \\pm  0.025$ &0.007\\\\\\hline\r\n",
      "0.955& $0.996  \\pm  0.001$ & $0.0  \\pm  6.865$ & $0.102  \\pm  7.012$ & $0.995  \\pm  0.001$ & $1.044  \\pm  0.001$ & $0.065  \\pm  0.025$ &0.007\\\\\\hline\r\n",
      "0.956& $0.996  \\pm  0.001$ & $0.0  \\pm  6.760$ & $0.101  \\pm  6.911$ & $0.995  \\pm  0.001$ & $1.043  \\pm  0.001$ & $0.065  \\pm  0.026$ &0.007\\\\\\hline\r\n",
      "0.957& $0.996  \\pm  0.001$ & $0.0  \\pm  6.654$ & $0.100  \\pm  6.808$ & $0.995  \\pm  0.001$ & $1.042  \\pm  0.001$ & $0.064  \\pm  0.026$ &0.007\\\\\\hline\r\n",
      "0.958& $0.997  \\pm  0.001$ & $0.0  \\pm  6.546$ & $0.099  \\pm  6.704$ & $0.995  \\pm  0.001$ & $1.041  \\pm  0.001$ & $0.064  \\pm  0.026$ &0.007\\\\\\hline\r\n",
      "0.959& $0.997  \\pm  0.001$ & $0.0  \\pm  6.437$ & $0.098  \\pm  6.599$ & $0.995  \\pm  0.001$ & $1.040  \\pm  0.001$ & $0.064  \\pm  0.026$ &0.007\\\\\\hline\r\n",
      "0.960& $0.997  \\pm  0.001$ & $0.0  \\pm  6.327$ & $0.097  \\pm  6.491$ & $0.995  \\pm  0.001$ & $1.039  \\pm  0.001$ & $0.063  \\pm  0.027$ &0.007\\\\\\hline\r\n",
      "0.961& $0.997  \\pm  0.001$ & $0.0  \\pm  6.214$ & $0.096  \\pm  6.382$ & $0.995  \\pm  0.001$ & $1.038  \\pm  0.001$ & $0.063  \\pm  0.027$ &0.007\\\\\\hline\r\n",
      "0.962& $0.997  \\pm  0.001$ & $0.0  \\pm  6.101$ & $0.095  \\pm  6.271$ & $0.995  \\pm  0.001$ & $1.037  \\pm  0.001$ & $0.063  \\pm  0.027$ &0.007\\\\\\hline\r\n",
      "0.963& $0.997  \\pm  0.001$ & $0.0  \\pm  5.985$ & $0.094  \\pm  6.158$ & $0.996  \\pm  0.001$ & $1.036  \\pm  0.001$ & $0.062  \\pm  0.027$ &0.007\\\\\\hline\r\n",
      "0.964& $0.997  \\pm  0.001$ & $0.0  \\pm  5.867$ & $0.093  \\pm  6.042$ & $0.996  \\pm  0.001$ & $1.035  \\pm  0.001$ & $0.062  \\pm  0.027$ &0.007\\\\\\hline\r\n",
      "0.965& $0.997  \\pm  0.000$ & $0.0  \\pm  5.748$ & $0.092  \\pm  5.925$ & $0.996  \\pm  0.001$ & $1.034  \\pm  0.001$ & $0.061  \\pm  0.028$ &0.007\\\\\\hline\r\n",
      "0.966& $0.997  \\pm  0.000$ & $0.0  \\pm  5.626$ & $0.091  \\pm  5.805$ & $0.996  \\pm  0.001$ & $1.033  \\pm  0.001$ & $0.061  \\pm  0.028$ &0.007\\\\\\hline\r\n",
      "0.967& $0.997  \\pm  0.000$ & $0.0  \\pm  5.503$ & $0.090  \\pm  5.682$ & $0.996  \\pm  0.001$ & $1.032  \\pm  0.000$ & $0.061  \\pm  0.028$ &0.007\\\\\\hline\r\n",
      "0.968& $0.997  \\pm  0.000$ & $0.0  \\pm  5.376$ & $0.090  \\pm  5.557$ & $0.996  \\pm  0.001$ & $1.031  \\pm  0.000$ & $0.060  \\pm  0.028$ &0.007\\\\\\hline\r\n",
      "0.969& $0.998  \\pm  0.000$ & $0.0  \\pm  5.248$ & $0.089  \\pm  5.429$ & $0.996  \\pm  0.001$ & $1.030  \\pm  0.000$ & $0.060  \\pm  0.029$ &0.007\\\\\\hline\r\n",
      "0.970& $0.998  \\pm  0.000$ & $0.0  \\pm  5.116$ & $0.088  \\pm  5.298$ & $0.996  \\pm  0.001$ & $1.029  \\pm  0.000$ & $0.060  \\pm  0.029$ &0.007\\\\\\hline\r\n",
      "0.971& $0.998  \\pm  0.000$ & $0.0  \\pm  4.982$ & $0.087  \\pm  5.163$ & $0.996  \\pm  0.001$ & $1.028  \\pm  0.000$ & $0.059  \\pm  0.029$ &0.007\\\\\\hline\r\n",
      "0.972& $0.998  \\pm  0.000$ & $0.0  \\pm  4.760$ & $0.085  \\pm  4.938$ & $0.996  \\pm  0.001$ & $1.026  \\pm  0.000$ & $0.057  \\pm  0.029$ &0.007\\\\\\hline\r\n",
      "0.973& $0.998  \\pm  0.000$ & $0.0  \\pm  4.670$ & $0.084  \\pm  4.849$ & $0.996  \\pm  0.001$ & $1.025  \\pm  0.000$ & $0.055  \\pm  0.029$ &0.007\\\\\\hline\r\n",
      "0.974& $0.998  \\pm  0.000$ & $0.0  \\pm  4.578$ & $0.083  \\pm  4.758$ & $0.997  \\pm  0.001$ & $1.024  \\pm  0.000$ & $0.053  \\pm  0.030$ &0.007\\\\\\hline\r\n",
      "0.975& $0.998  \\pm  0.000$ & $0.0  \\pm  4.485$ & $0.082  \\pm  4.666$ & $0.997  \\pm  0.001$ & $1.023  \\pm  0.000$ & $0.051  \\pm  0.031$ &0.007\\\\\\hline\r\n",
      "0.976& $0.998  \\pm  0.000$ & $0.0  \\pm  4.391$ & $0.081  \\pm  4.572$ & $0.997  \\pm  0.002$ & $1.022  \\pm  0.000$ & $0.049  \\pm  0.031$ &0.007\\\\\\hline\r\n",
      "0.977& $0.998  \\pm  0.000$ & $0.0  \\pm  4.295$ & $0.080  \\pm  4.476$ & $0.997  \\pm  0.002$ & $1.021  \\pm  0.000$ & $0.047  \\pm  0.032$ &0.007\\\\\\hline\r\n",
      "0.978& $0.998  \\pm  0.000$ & $0.0  \\pm  4.197$ & $0.080  \\pm  4.377$ & $0.998  \\pm  0.002$ & $1.020  \\pm  0.000$ & $0.045  \\pm  0.033$ &0.007\\\\\\hline\r\n",
      "0.979& $0.998  \\pm  0.000$ & $0.0  \\pm  4.097$ & $0.079  \\pm  4.277$ & $0.998  \\pm  0.002$ & $1.019  \\pm  0.000$ & $0.043  \\pm  0.033$ &0.007\\\\\\hline\r\n",
      "0.980& $0.998  \\pm  0.000$ & $0.0  \\pm  3.994$ & $0.078  \\pm  4.174$ & $0.998  \\pm  0.002$ & $1.018  \\pm  0.000$ & $0.040  \\pm  0.034$ &0.007\\\\\\hline\r\n",
      "0.981& $0.998  \\pm  0.000$ & $0.0  \\pm  3.890$ & $0.077  \\pm  4.068$ & $0.998  \\pm  0.002$ & $1.017  \\pm  0.000$ & $0.038  \\pm  0.035$ &0.007\\\\\\hline\r\n",
      "0.982& $0.998  \\pm  0.000$ & $0.0  \\pm  3.783$ & $0.076  \\pm  3.960$ & $0.999  \\pm  0.002$ & $1.016  \\pm  0.000$ & $0.036  \\pm  0.036$ &0.007\\\\\\hline\r\n",
      "0.983& $0.999  \\pm  0.000$ & $0.0  \\pm  3.673$ & $0.075  \\pm  3.848$ & $0.999  \\pm  0.002$ & $1.015  \\pm  0.000$ & $0.034  \\pm  0.037$ &0.007\\\\\\hline\r\n",
      "0.984& $0.999  \\pm  0.000$ & $0.0  \\pm  3.560$ & $0.074  \\pm  3.734$ & $0.999  \\pm  0.002$ & $1.015  \\pm  0.000$ & $0.032  \\pm  0.038$ &0.007\\\\\\hline\r\n",
      "0.985& $0.999  \\pm  0.000$ & $0.0  \\pm  3.444$ & $0.073  \\pm  3.615$ & $0.999  \\pm  0.002$ & $1.014  \\pm  0.000$ & $0.030  \\pm  0.040$ &0.007\\\\\\hline\r\n",
      "0.986& $0.999  \\pm  0.000$ & $0.0  \\pm  3.324$ & $0.072  \\pm  3.493$ & $1.000  \\pm  0.002$ & $1.013  \\pm  0.000$ & $0.028  \\pm  0.041$ &0.007\\\\\\hline\r\n",
      "0.987& $0.999  \\pm  0.000$ & $0.0  \\pm  3.201$ & $0.071  \\pm  3.366$ & $1.000  \\pm  0.002$ & $1.012  \\pm  0.000$ & $0.026  \\pm  0.043$ &0.007\\\\\\hline\r\n",
      "0.988& $0.999  \\pm  0.000$ & $0.0  \\pm  3.072$ & $0.070  \\pm  3.234$ & $1.000  \\pm  0.002$ & $1.011  \\pm  0.000$ & $0.024  \\pm  0.044$ &0.007\\\\\\hline\r\n",
      "0.989& $0.999  \\pm  0.000$ & $0.0  \\pm  2.939$ & $0.070  \\pm  3.096$ & $1.001  \\pm  0.002$ & $1.010  \\pm  0.000$ & $0.022  \\pm  0.046$ &0.007\\\\\\hline\r\n",
      "0.990& $0.999  \\pm  0.000$ & $0.0  \\pm  2.800$ & $0.069  \\pm  2.952$ & $1.001  \\pm  0.003$ & $1.009  \\pm  0.000$ & $0.020  \\pm  0.049$ &0.007\\\\\\hline\r\n",
      "0.991& $0.999  \\pm  0.000$ & $0.0  \\pm  2.654$ & $0.068  \\pm  2.801$ & $1.001  \\pm  0.003$ & $1.008  \\pm  0.000$ & $0.018  \\pm  0.051$ &0.007\\\\\\hline\r\n",
      "0.992& $0.999  \\pm  0.000$ & $0.0  \\pm  2.500$ & $0.067  \\pm  2.641$ & $1.001  \\pm  0.003$ & $1.007  \\pm  0.000$ & $0.016  \\pm  0.055$ &0.007\\\\\\hline\r\n",
      "0.993& $0.999  \\pm  0.000$ & $0.0  \\pm  2.336$ & $0.066  \\pm  2.470$ & $1.002  \\pm  0.003$ & $1.006  \\pm  0.000$ & $0.014  \\pm  0.058$ &0.007\\\\\\hline\r\n",
      "0.994& $0.999  \\pm  0.000$ & $0.0  \\pm  2.161$ & $0.065  \\pm  2.287$ & $1.002  \\pm  0.004$ & $1.005  \\pm  0.000$ & $0.012  \\pm  0.060$ &0.007\\\\\\hline\r\n",
      "0.995& $0.999  \\pm  0.000$ & $0.0  \\pm  1.971$ & $0.064  \\pm  2.088$ & $1.002  \\pm  0.004$ & $1.004  \\pm  0.000$ & $0.010  \\pm  0.063$ &0.007\\\\\\hline\r\n",
      "0.996& $0.999  \\pm  0.000$ & $0.0  \\pm  1.761$ & $0.063  \\pm  1.867$ & $1.002  \\pm  0.004$ & $1.003  \\pm  0.000$ & $0.008  \\pm  0.067$ &0.007\\\\\\hline\r\n",
      "0.997& $0.999  \\pm  0.000$ & $0.0  \\pm  1.524$ & $0.062  \\pm  1.617$ & $1.003  \\pm  0.005$ & $1.002  \\pm  0.000$ & $0.006  \\pm  0.073$ &0.007\\\\\\hline\r\n",
      "0.998& $0.999  \\pm  0.000$ & $0.0  \\pm  1.243$ & $0.061  \\pm  1.320$ & $1.003  \\pm  0.006$ & $1.001  \\pm  0.000$ & $0.004  \\pm  0.083$ &0.007\\\\\\hline\r\n",
      "0.999& $0.999  \\pm  0.000$ & $0.0  \\pm  8.786$ & $0.060  \\pm  9.339$ & $1.003  \\pm  0.009$ & $1.000  \\pm  0.000$ & $0.002  \\pm  0.106$ &0.007\\\\\\hline\r\n",
      "1.000& $1.0  \\pm  0.0$ & $0.0  \\pm  0.0$ & $0.06  \\pm  0.0$ & $1.004  \\pm  0.002$ & $1.0  \\pm  0.0$ & $0.0  \\pm  0.024$ &0.007\\\\\\hline\r\n",
      "\\hline\\end{tabular}\r\n"
     ]
    }
   ],
   "source": [
    "! cat tmp.tex\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.8"
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 },
 "nbformat": 4,
 "nbformat_minor": 4
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