example_uterine.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "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": "markdown",
   "metadata": {},
   "source": [
    "# Suicidality Prevalence\n",
    "\n",
    "The prevalence of suicide in the general public is 13.5 out of 10K, and in the Veteran population is 31.7 out of 10K. Centers for Disease Control and Prevention (CDC) reported that, according to a nationwide survey of adults in the United States (the National Survey on Drug Use and Health), about 4.8% of U.S. adults aged 18 and older had thoughts about suicide (Suicidal ideation) in the past year, based on data collected in 2019. The National Survey on Drug Use and Health (NSDUH) data from 2019 indicates higher rates of suicidal thoughts among adults who identify as two or more races (4.8%), white (4.4%), and black (4.0%), with slightly lower rates for Hispanic adults (3.5%)~\\cite{NSDUH2003}. So it follows that a population prevalence of 4% in a majority African-American population is a valid lower-bound to prevalence of SI.\n",
    "\n",
    "We will compute an estimate of Number Needed to Screen (NNS) is addition to other performance metrics in the following script for ZCoR-SISA. We will need to make several assumptions in NNS computation.\n",
    "\n",
    "+ **Odds of an SA if one is experiencing SI** A study published in JAMA Psychiatry in 2013 analyzed a survey of adults in the United States and found that approximately 10.6% of respondents reported having suicidal thoughts in their lifetime, and 4.6% reported having made a suicide attempt. This suggests that, roughly, around 43% of individuals with lifetime suicidal ideation reported a suicide attempt. However, this percentage is likely to vary widely in different populations and settings~\\cite{nock2008suicide,nock2013prevalence}.\n",
    "+ **Effectiveness of interventions** It is estimated that cognitive-behavioural therapy (CBT)-based psychological treatment was associated with significant reductions in suicide attempts and deaths by suicide. The estimated odds ratio (OR) was 0·47 for suicide attempts (95% CI 0·30–0·73) and 0·20 for suicide (0·09–0·42)~\\cite{riblet2017strategies,meerwijk2016direct}.\n",
    "\n",
    "+ More than 60% of individuals who progress from thinking about suicide to attempting suicide will do so within the first year after the onset of suicide ideation~\\cite{ref6,ref9,ref11}, suggesting that the year after the first onset of suicide ideation is a particularly high-risk time. \n",
    "\n",
    "```\n",
    "\n",
    "@article{NSDUH2003,\n",
    "  title = {The NSDUH report},\n",
    "  author = {{National Survey on Drug Use and Health (U.S.)} and {United States Substance Abuse and Mental Health Services Administration Office of Applied Studies}},\n",
    "  year = {2003-2009},\n",
    "  language = {eng},\n",
    "  issn = {1559-4386},\n",
    "  url = {https://purl.fdlp.gov/GPO/LPS77578}\n",
    "}\n",
    "\n",
    "@article{nock2008suicide,\n",
    "  title={Suicide and suicidal behavior},\n",
    "  author={Nock, Matthew K and Borges, Guilherme and Bromet, Evelyn J and Cha, Christine B and Kessler, Ronald C and Lee, Sing},\n",
    "  journal={Epidemiologic reviews},\n",
    "  volume={30},\n",
    "  number={1},\n",
    "  pages={133--154},\n",
    "  year={2008},\n",
    "  publisher={Oxford University Press}\n",
    "}\n",
    "\n",
    "@article{nock2013prevalence,\n",
    "  title={Prevalence, correlates, and treatment of lifetime suicidal behavior among adolescents: Results from the National Comorbidity Survey Replication Adolescent Supplement},\n",
    "  author={Nock, Matthew K and Green, Jennifer Greif and Hwang, Irving and McLaughlin, Katie A and Sampson, Nancy A and Zaslavsky, Alan M and Kessler, Ronald C},\n",
    "  journal={JAMA psychiatry},\n",
    "  volume={70},\n",
    "  number={3},\n",
    "  pages={300--310},\n",
    "  year={2013},\n",
    "  publisher={American Medical Association}\n",
    "}\n",
    "\n",
    "@article{riblet2017strategies,\n",
    "  title={Strategies to prevent death by suicide: meta-analysis of randomised controlled trials},\n",
    "  author={Riblet, Nathaniel B.V. and Shiner, Brian and Young-Xu, Yinong and Watts, Bradley V.},\n",
    "  journal={The British Journal of Psychiatry},\n",
    "  volume={210},\n",
    "  number={6},\n",
    "  pages={396--402},\n",
    "  year={2017},\n",
    "  publisher={Cambridge University Press}\n",
    "}\n",
    "\n",
    "@article{meerwijk2016direct,\n",
    "  title={Direct versus indirect psychosocial and behavioural interventions to prevent suicide and suicide attempts: a systematic review and meta-analysis},\n",
    "  author={Meerwijk, Esther L. and Parekh, Amrita and Oquendo, Maria A. and Allen, Isabel E. and Franck, Linda S. and Lee, Kathryn A.},\n",
    "  journal={The Lancet Psychiatry},\n",
    "  volume={3},\n",
    "  number={6},\n",
    "  pages={544--554},\n",
    "  year={2016},\n",
    "  publisher={Elsevier}\n",
    "}\n",
    "\n",
    "@article{ref6,\n",
    "    author = \"Nock, M.K. and Borges, G. and Bromet, E.J. and others\",\n",
    "    title = \"Cross-national prevalence and risk factors for suicidal ideation, plans and attempts\",\n",
    "    journal = \"Br J Psychiatry\",\n",
    "    year = \"2008\",\n",
    "    volume = \"192\",\n",
    "    pages = \"98–105\",\n",
    "}\n",
    "\n",
    "@article{ref9,\n",
    "    author = \"Kessler, R.C. and Borges, G. and Walters, E.E.\",\n",
    "    title = \"Prevalence of and risk factors for lifetime suicide attempts in the National Comorbidity Survey\",\n",
    "    journal = \"Arch Gen Psychiatry\",\n",
    "    year = \"1999\",\n",
    "    volume = \"56\",\n",
    "    pages = \"617–626\",\n",
    "}\n",
    "\n",
    "\n",
    "@article{ref11,\n",
    "    author = \"Nock, M.K. and Green, J.G. and Hwang, I. and others\",\n",
    "    title = \"Prevalence, correlates and treatment of lifetime suicidal behavior among adolescents: results from the National Comorbidity Survey Replication Adolescent Supplement\",\n",
    "    journal = \"JAMA Psychiatry\",\n",
    "    year = \"2013\",\n",
    "    volume = \"70\",\n",
    "    pages = \"300–310\",\n",
    "}\n",
    "\n",
    "\n",
    "\n",
    "```\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "## NNS estimation\n",
    "\n",
    "We assume that the adverse event we are aiming to avaoid is SA. We need to calculate the \"survival rate\" for SA. This is assumed to be same as the\n",
    "effectiveness of avoiding SA from the data above, ie 0.47. This represents the fraction who, if under heathcare attentions, succeed in avoiding the adverse event (similar to \n",
    "surviving beyond 5 years when under cancer treatment). We need another parameter: the F, which estimates the fraction of the TP who will experience adverse event, which if we are considering SA as the adverse event, and flagging SI/SA, maybe estimated approximately from the data above as 43%. But other evidnce (bullet 3), suggests if we are interested in estimating this effect over a short term (~1year), then this fraction is ~60%.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "F=0.21*(0.95-0.69) + 0.08*(0.95-0.17)\n",
    "F=0.33*(0.95-0.17)\n",
    "surv_rate=0.81 # .30 to .73 95% cf\n",
    "surv_rate_lb=0.80 # .30 to .73 95% cf\n",
    "surv_rate_ub=0.82 # .30 to .73 95% cf\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "prev_lower_bnd=0.004\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/KPgrant/data/CURVES/CANCER_UTERUS/National_ROC_CURVE_Female.csv'\n",
    "\n",
    "zt=zedstat.processRoc(df=pd.read_csv(data),\n",
    "           order=3, \n",
    "           total_samples=1.2*1e6,\n",
    "           positive_samples=8400,\n",
    "           alpha=0.01,\n",
    "           prevalence=prev_lower_bnd)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "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": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
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\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": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(0.6878513293543136, 0.6977953763044031, 0.677907282404224)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "zt.auc()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='LR-'>"
      ]
     },
     "execution_count": 7,
     "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": 8,
   "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": 9,
   "metadata": {},
   "outputs": [
    {
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       "      <th></th>\n",
       "      <th>tpr</th>\n",
       "      <th>ppv</th>\n",
       "      <th>acc</th>\n",
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       "      <th>fpr</th>\n",
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       "      <th>0.000</th>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.996000</td>\n",
       "      <td>0.996000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.040660</td>\n",
       "      <td>0.996000</td>\n",
       "      <td>...</td>\n",
       "      <td>16.404665</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.029406</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.012054</td>\n",
       "      <td>0.996000</td>\n",
       "      <td>0.996000</td>\n",
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       "      <td>1.000000</td>\n",
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       "      <td>0.996075</td>\n",
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       "      <td>0.981117</td>\n",
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       "      <td>0.024315</td>\n",
       "      <td>0.039933</td>\n",
       "      <td>0.994610</td>\n",
       "      <td>...</td>\n",
       "      <td>18.691364</td>\n",
       "      <td>0.977145</td>\n",
       "      <td>0.008912</td>\n",
       "      <td>0.016379</td>\n",
       "      <td>0.012689</td>\n",
       "      <td>0.994578</td>\n",
       "      <td>0.996059</td>\n",
       "      <td>10.755459</td>\n",
       "      <td>0.985089</td>\n",
       "      <td>0.008912</td>\n",
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       "    <tr>\n",
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       "      <td>0.026271</td>\n",
       "      <td>0.993290</td>\n",
       "      <td>0.996093</td>\n",
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       "      <td>0.976615</td>\n",
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       "      <td>0.993308</td>\n",
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       "      <td>12.792252</td>\n",
       "      <td>0.972122</td>\n",
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       "      <td>0.018142</td>\n",
       "      <td>0.993272</td>\n",
       "      <td>0.996075</td>\n",
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       "      <td>0.981107</td>\n",
       "      <td>0.007363</td>\n",
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       "      <th>0.003</th>\n",
       "      <td>0.029481</td>\n",
       "      <td>0.026245</td>\n",
       "      <td>0.992473</td>\n",
       "      <td>0.996103</td>\n",
       "      <td>9.666337</td>\n",
       "      <td>0.974067</td>\n",
       "      <td>0.007050</td>\n",
       "      <td>0.034235</td>\n",
       "      <td>0.032135</td>\n",
       "      <td>0.992492</td>\n",
       "      <td>...</td>\n",
       "      <td>11.250970</td>\n",
       "      <td>0.969299</td>\n",
       "      <td>0.007050</td>\n",
       "      <td>0.024727</td>\n",
       "      <td>0.020355</td>\n",
       "      <td>0.992454</td>\n",
       "      <td>0.996084</td>\n",
       "      <td>8.081704</td>\n",
       "      <td>0.978835</td>\n",
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       "      <td>0.037835</td>\n",
       "      <td>0.030932</td>\n",
       "      <td>0.991677</td>\n",
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       "      <td>10.034220</td>\n",
       "      <td>0.966491</td>\n",
       "      <td>0.006738</td>\n",
       "      <td>0.027819</td>\n",
       "      <td>0.021507</td>\n",
       "      <td>0.991636</td>\n",
       "      <td>0.996093</td>\n",
       "      <td>7.530334</td>\n",
       "      <td>0.976547</td>\n",
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       "      <td>0.999739</td>\n",
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       "      <td>1.000004</td>\n",
       "      <td>0.000003</td>\n",
       "      <td>0.007976</td>\n",
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       "      <td>1.004399</td>\n",
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       "      <td>0.000003</td>\n",
       "      <td>0.006982</td>\n",
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       "      <td>0.998733</td>\n",
       "      <td>-0.000003</td>\n",
       "      <td>0.006977</td>\n",
       "      <td>0.998834</td>\n",
       "      <td>1.002025</td>\n",
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       "      <td>0.999053</td>\n",
       "      <td>-0.000002</td>\n",
       "      <td>0.005984</td>\n",
       "      <td>0.998634</td>\n",
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       "      <td>0.003126</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.004000</td>\n",
       "      <td>0.999400</td>\n",
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      "text/plain": [
       "            tpr       ppv       acc       npv        LR+       LR-  threshold   \n",
       "fpr                                                                             \n",
       "0.000  0.000000  0.026357  0.996000  0.996000  15.934961  1.000000   1.029406  \\\n",
       "0.001  0.020347  0.026311  0.994594  0.996075  14.723411  0.981117   0.008912   \n",
       "0.002  0.026135  0.026271  0.993290  0.996093  10.550397  0.976615   0.007363   \n",
       "0.003  0.029481  0.026245  0.992473  0.996103   9.666337  0.974067   0.007050   \n",
       "0.004  0.032827  0.026220  0.991657  0.996113   8.782277  0.971519   0.006738   \n",
       "...         ...       ...       ...       ...        ...       ...        ...   \n",
       "0.996  0.999218  0.000000  0.007973  0.999739   1.003610  0.064777   0.003126   \n",
       "0.997  0.999413  0.000000  0.006980  0.999744   1.002707  0.063551   0.003126   \n",
       "0.998  0.999609  0.000000  0.005986  0.999748   1.001805  0.062325   0.003126   \n",
       "0.999  0.999804  0.000000  0.004993  0.999753   1.000902  0.061100   0.003126   \n",
       "1.000  1.000000  0.000000  0.004000  0.999758   1.000000  0.059874   0.003126   \n",
       "\n",
       "       tpr_upper  ppv_upper  acc_upper  ...  LR+_upper  LR-_upper   \n",
       "fpr                                     ...                         \n",
       "0.000   0.000000   0.040660   0.996000  ...  16.404665   1.000000  \\\n",
       "0.001   0.024315   0.039933   0.994610  ...  18.691364   0.977145   \n",
       "0.002   0.030619   0.034399   0.993308  ...  12.792252   0.972122   \n",
       "0.003   0.034235   0.032135   0.992492  ...  11.250970   0.969299   \n",
       "0.004   0.037835   0.030932   0.991677  ...  10.034220   0.966491   \n",
       "...          ...        ...        ...  ...        ...        ...   \n",
       "0.996   1.000004   0.000003   0.007976  ...   1.004399  -0.131197   \n",
       "0.997   1.000094   0.000003   0.006982  ...   1.003390  -0.147627   \n",
       "0.998   1.000165   0.000002   0.005989  ...   1.002362  -0.174355   \n",
       "0.999   1.000197   0.000002   0.004995  ...   1.001296  -0.233141   \n",
       "1.000   1.000000   0.000000   0.004000  ...   1.000000  -0.029517   \n",
       "\n",
       "       threshold_upper  tpr_lower  ppv_lower  acc_lower  npv_lower  LR+_lower   \n",
       "fpr                                                                             \n",
       "0.000         1.029406   0.000000   0.012054   0.996000   0.996000  15.465257  \\\n",
       "0.001         0.008912   0.016379   0.012689   0.994578   0.996059  10.755459   \n",
       "0.002         0.007363   0.021651   0.018142   0.993272   0.996075   8.308543   \n",
       "0.003         0.007050   0.024727   0.020355   0.992454   0.996084   8.081704   \n",
       "0.004         0.006738   0.027819   0.021507   0.991636   0.996093   7.530334   \n",
       "...                ...        ...        ...        ...        ...        ...   \n",
       "0.996         0.003126   0.998432  -0.000003   0.007970   0.998951   1.002821   \n",
       "0.997         0.003126   0.998733  -0.000003   0.006977   0.998834   1.002025   \n",
       "0.998         0.003126   0.999053  -0.000002   0.005984   0.998634   1.001248   \n",
       "0.999         0.003126   0.999412  -0.000002   0.004992   0.998178   1.000509   \n",
       "1.000         0.003126   1.000000   0.000000   0.004000   0.999400   1.000000   \n",
       "\n",
       "       LR-_lower  threshold_lower  \n",
       "fpr                                \n",
       "0.000   1.000000         1.029406  \n",
       "0.001   0.985089         0.008912  \n",
       "0.002   0.981107         0.007363  \n",
       "0.003   0.978835         0.007050  \n",
       "0.004   0.976547         0.006738  \n",
       "...          ...              ...  \n",
       "0.996   0.260751         0.003126  \n",
       "0.997   0.274729         0.003126  \n",
       "0.998   0.299006         0.003126  \n",
       "0.999   0.355341         0.003126  \n",
       "1.000   0.149265         0.003126  \n",
       "\n",
       "[1001 rows x 21 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Z"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "Z.to_csv(data.replace('.csv','X.csv'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
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       "      <th>tpr</th>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.026357</td>\n",
       "      <td>0.996000</td>\n",
       "      <td>0.996000</td>\n",
       "      <td>15.934961</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.029406</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.001</th>\n",
       "      <td>0.020347</td>\n",
       "      <td>0.026311</td>\n",
       "      <td>0.994594</td>\n",
       "      <td>0.996075</td>\n",
       "      <td>14.723411</td>\n",
       "      <td>0.981117</td>\n",
       "      <td>0.008912</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.002</th>\n",
       "      <td>0.026135</td>\n",
       "      <td>0.026271</td>\n",
       "      <td>0.993290</td>\n",
       "      <td>0.996093</td>\n",
       "      <td>10.550397</td>\n",
       "      <td>0.976615</td>\n",
       "      <td>0.007363</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.003</th>\n",
       "      <td>0.029481</td>\n",
       "      <td>0.026245</td>\n",
       "      <td>0.992473</td>\n",
       "      <td>0.996103</td>\n",
       "      <td>9.666337</td>\n",
       "      <td>0.974067</td>\n",
       "      <td>0.007050</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.004</th>\n",
       "      <td>0.032827</td>\n",
       "      <td>0.026220</td>\n",
       "      <td>0.991657</td>\n",
       "      <td>0.996113</td>\n",
       "      <td>8.782277</td>\n",
       "      <td>0.971519</td>\n",
       "      <td>0.006738</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.996</th>\n",
       "      <td>0.999218</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.007973</td>\n",
       "      <td>0.999739</td>\n",
       "      <td>1.003610</td>\n",
       "      <td>0.064777</td>\n",
       "      <td>0.003126</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.997</th>\n",
       "      <td>0.999413</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.006980</td>\n",
       "      <td>0.999744</td>\n",
       "      <td>1.002707</td>\n",
       "      <td>0.063551</td>\n",
       "      <td>0.003126</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.998</th>\n",
       "      <td>0.999609</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.005986</td>\n",
       "      <td>0.999748</td>\n",
       "      <td>1.001805</td>\n",
       "      <td>0.062325</td>\n",
       "      <td>0.003126</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.999</th>\n",
       "      <td>0.999804</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.004993</td>\n",
       "      <td>0.999753</td>\n",
       "      <td>1.000902</td>\n",
       "      <td>0.061100</td>\n",
       "      <td>0.003126</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.000</th>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.004000</td>\n",
       "      <td>0.999758</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.059874</td>\n",
       "      <td>0.003126</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  0.026357  0.996000  0.996000  15.934961  1.000000   1.029406\n",
       "0.001  0.020347  0.026311  0.994594  0.996075  14.723411  0.981117   0.008912\n",
       "0.002  0.026135  0.026271  0.993290  0.996093  10.550397  0.976615   0.007363\n",
       "0.003  0.029481  0.026245  0.992473  0.996103   9.666337  0.974067   0.007050\n",
       "0.004  0.032827  0.026220  0.991657  0.996113   8.782277  0.971519   0.006738\n",
       "...         ...       ...       ...       ...        ...       ...        ...\n",
       "0.996  0.999218  0.000000  0.007973  0.999739   1.003610  0.064777   0.003126\n",
       "0.997  0.999413  0.000000  0.006980  0.999744   1.002707  0.063551   0.003126\n",
       "0.998  0.999609  0.000000  0.005986  0.999748   1.001805  0.062325   0.003126\n",
       "0.999  0.999804  0.000000  0.004993  0.999753   1.000902  0.061100   0.003126\n",
       "1.000  1.000000  0.000000  0.004000  0.999758   1.000000  0.059874   0.003126\n",
       "\n",
       "[1001 rows x 7 columns]"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "zt.get()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "high precision operation:\n",
      " For every 100 positive instances\n",
      " we raise 553 flags,\n",
      " out of which 14 are true positives\n",
      " 540 are false alarms\n",
      " 86 cases are missed\n",
      " Number needed to screen is 820\n",
      "\n",
      "\n",
      "high recall operation:\n",
      " For every 100 positive instances\n",
      " we raise 2624 flags,\n",
      " out of which 50 are true positives\n",
      " 2575 are false alarms\n",
      " 50 cases are missed\n",
      " Number needed to screen is 1028\n"
     ]
    },
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       "      <th>high precision</th>\n",
       "      <td>0.037</td>\n",
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       "      <td>0.996399</td>\n",
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       "      <th>high sensitivity</th>\n",
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       "                    fpr       tpr       ppv       acc       npv       LR+   \n",
       "high precision    0.037  0.134152  0.025199  0.958812  0.996399  3.603553  \\\n",
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       "\n",
       "                       LR-  threshold     NNS  \n",
       "high precision    0.899768   0.004823   865.0  \n",
       "high sensitivity  0.663154   0.004033  1142.0  "
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       "                  estimates\n",
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       "                  estimates\n",
       "POS                  100.00\n",
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       "FP                   540.00\n",
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       "FLAGS                553.00\n",
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       "                  estimates\n",
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       "                  estimates\n",
       "POS                   100.0\n",
       "TP                     50.0\n",
       "FP                   2575.0\n",
       "NEG                 24900.0\n",
       "FLAGS                2624.0\n",
       "FN                     50.0\n",
       "TN                  22325.0\n",
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      "text/plain": [
       "                  estimates\n",
       "POS                   100.0\n",
       "TP                     50.0\n",
       "FP                   2575.0\n",
       "NEG                 24900.0\n",
       "FLAGS                2624.0\n",
       "FN                     50.0\n",
       "TN                  22325.0\n",
       "NNS                  1028.0\n",
       "flagged_fraction        0.1"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "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>estimates</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>POS</th>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TP</th>\n",
       "      <td>50.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>FP</th>\n",
       "      <td>2575.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NEG</th>\n",
       "      <td>24900.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>FLAGS</th>\n",
       "      <td>2624.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>FN</th>\n",
       "      <td>50.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TN</th>\n",
       "      <td>22325.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NNS</th>\n",
       "      <td>1142.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>flagged_fraction</th>\n",
       "      <td>0.1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  estimates\n",
       "POS                   100.0\n",
       "TP                     50.0\n",
       "FP                   2575.0\n",
       "NEG                 24900.0\n",
       "FLAGS                2624.0\n",
       "FN                     50.0\n",
       "TN                  22325.0\n",
       "NNS                  1142.0\n",
       "flagged_fraction        0.1"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "zt.operating_zone(LRminus=.9,LRplus=2)\n",
    "#display(zt._operating_zone)\n",
    "rf0,txt0,resdf0=zt.interpret(fpr=zt._operating_zone.fpr.values[0],number_of_positives=100,\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=100,\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=100,\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=100,\n",
    "                      five_yr_survival=surv_rate,factor=F)\n",
    "rf1,txt1,resdf1ub=zt.interpret(fpr=zt._operating_zone.fpr.values[1],number_of_positives=100,\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=100,\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": 13,
   "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": 14,
   "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>$0.020 \\pm 0.003$</td>\n",
       "      <td>$0.026 \\pm 0.013$</td>\n",
       "      <td>$0.994 \\pm 1.587$</td>\n",
       "      <td>$0.996 \\pm 1.582$</td>\n",
       "      <td>$14.72 \\pm 3.967$</td>\n",
       "      <td>$0.981 \\pm 0.003$</td>\n",
       "      <td>0.008912</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0.006</th>\n",
       "      <td>$0.039 \\pm 0.005$</td>\n",
       "      <td>$0.026 \\pm 0.002$</td>\n",
       "      <td>$0.990 \\pm 2.190$</td>\n",
       "      <td>$0.996 \\pm 2.195$</td>\n",
       "      <td>$7.014 \\pm 0.912$</td>\n",
       "      <td>$0.966 \\pm 0.005$</td>\n",
       "      <td>0.006113</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                     tpr                ppv                acc   \n",
       "fpr                                                              \n",
       "0.001  $0.020 \\pm 0.003$  $0.026 \\pm 0.013$  $0.994 \\pm 1.587$  \\\n",
       "0.006  $0.039 \\pm 0.005$  $0.026 \\pm 0.002$  $0.990 \\pm 2.190$   \n",
       "\n",
       "                     npv                LR+                LR-  threshold  \n",
       "fpr                                                                        \n",
       "0.001  $0.996 \\pm 1.582$  $14.72 \\pm 3.967$  $0.981 \\pm 0.003$   0.008912  \n",
       "0.006  $0.996 \\pm 2.195$  $7.014 \\pm 0.912$  $0.966 \\pm 0.005$   0.006113  "
      ]
     },
     "execution_count": 14,
     "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": 15,
   "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": 16,
   "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& $0.0  \\pm  0.0$ & $0.026  \\pm  0.014$ & $0.996  \\pm  0.0$ & $0.996  \\pm  0.0$ & $15.93  \\pm  0.469$ & $1.0  \\pm  0.0$ &1.029\\\\\\hline\r\n",
      "0.001& $0.020  \\pm  0.003$ & $0.026  \\pm  0.013$ & $0.994  \\pm  1.587$ & $0.996  \\pm  1.582$ & $14.72  \\pm  3.967$ & $0.981  \\pm  0.003$ &0.009\\\\\\hline\r\n",
      "0.002& $0.026  \\pm  0.004$ & $0.026  \\pm  0.008$ & $0.993  \\pm  1.793$ & $0.996  \\pm  1.790$ & $10.55  \\pm  2.241$ & $0.976  \\pm  0.004$ &0.007\\\\\\hline\r\n",
      "0.003& $0.029  \\pm  0.004$ & $0.026  \\pm  0.005$ & $0.992  \\pm  1.901$ & $0.996  \\pm  1.900$ & $9.666  \\pm  1.584$ & $0.974  \\pm  0.004$ &0.007\\\\\\hline\r\n",
      "0.004& $0.032  \\pm  0.005$ & $0.026  \\pm  0.004$ & $0.991  \\pm  2.003$ & $0.996  \\pm  2.003$ & $8.782  \\pm  1.251$ & $0.971  \\pm  0.005$ &0.007\\\\\\hline\r\n",
      "0.005& $0.036  \\pm  0.005$ & $0.026  \\pm  0.003$ & $0.990  \\pm  2.099$ & $0.996  \\pm  2.101$ & $7.898  \\pm  1.049$ & $0.968  \\pm  0.005$ &0.006\\\\\\hline\r\n",
      "0.006& $0.039  \\pm  0.005$ & $0.026  \\pm  0.002$ & $0.990  \\pm  2.190$ & $0.996  \\pm  2.195$ & $7.014  \\pm  0.912$ & $0.966  \\pm  0.005$ &0.006\\\\\\hline\r\n",
      "0.007& $0.046  \\pm  0.005$ & $0.026  \\pm  0.003$ & $0.988  \\pm  2.357$ & $0.996  \\pm  2.365$ & $5.975  \\pm  0.842$ & $0.961  \\pm  0.005$ &0.006\\\\\\hline\r\n",
      "0.008& $0.049  \\pm  0.006$ & $0.026  \\pm  0.002$ & $0.987  \\pm  2.435$ & $0.996  \\pm  2.446$ & $5.820  \\pm  0.761$ & $0.958  \\pm  0.006$ &0.006\\\\\\hline\r\n",
      "0.009& $0.052  \\pm  0.006$ & $0.026  \\pm  0.002$ & $0.986  \\pm  2.510$ & $0.996  \\pm  2.523$ & $5.665  \\pm  0.697$ & $0.956  \\pm  0.006$ &0.006\\\\\\hline\r\n",
      "0.010& $0.055  \\pm  0.006$ & $0.026  \\pm  0.002$ & $0.985  \\pm  2.582$ & $0.996  \\pm  2.598$ & $5.510  \\pm  0.645$ & $0.953  \\pm  0.006$ &0.006\\\\\\hline\r\n",
      "0.011& $0.059  \\pm  0.006$ & $0.026  \\pm  0.002$ & $0.985  \\pm  2.651$ & $0.996  \\pm  2.671$ & $5.355  \\pm  0.602$ & $0.951  \\pm  0.006$ &0.005\\\\\\hline\r\n",
      "0.012& $0.065  \\pm  0.006$ & $0.025  \\pm  0.002$ & $0.983  \\pm  2.779$ & $0.996  \\pm  2.803$ & $5.120  \\pm  0.579$ & $0.946  \\pm  0.007$ &0.005\\\\\\hline\r\n",
      "0.013& $0.068  \\pm  0.007$ & $0.025  \\pm  0.002$ & $0.982  \\pm  2.838$ & $0.996  \\pm  2.865$ & $5.040  \\pm  0.545$ & $0.944  \\pm  0.007$ &0.005\\\\\\hline\r\n",
      "0.014& $0.071  \\pm  0.007$ & $0.025  \\pm  0.001$ & $0.981  \\pm  2.895$ & $0.996  \\pm  2.926$ & $4.959  \\pm  0.517$ & $0.942  \\pm  0.007$ &0.005\\\\\\hline\r\n",
      "0.015& $0.074  \\pm  0.007$ & $0.025  \\pm  0.001$ & $0.980  \\pm  2.951$ & $0.996  \\pm  2.985$ & $4.879  \\pm  0.491$ & $0.940  \\pm  0.007$ &0.005\\\\\\hline\r\n",
      "0.016& $0.077  \\pm  0.007$ & $0.025  \\pm  0.001$ & $0.979  \\pm  3.005$ & $0.996  \\pm  3.043$ & $4.799  \\pm  0.469$ & $0.937  \\pm  0.007$ &0.005\\\\\\hline\r\n",
      "0.017& $0.080  \\pm  0.007$ & $0.025  \\pm  0.001$ & $0.979  \\pm  3.058$ & $0.996  \\pm  3.100$ & $4.719  \\pm  0.449$ & $0.935  \\pm  0.007$ &0.005\\\\\\hline\r\n",
      "0.018& $0.083  \\pm  0.007$ & $0.025  \\pm  0.001$ & $0.978  \\pm  3.109$ & $0.996  \\pm  3.155$ & $4.639  \\pm  0.431$ & $0.933  \\pm  0.007$ &0.005\\\\\\hline\r\n",
      "0.019& $0.086  \\pm  0.007$ & $0.025  \\pm  0.001$ & $0.977  \\pm  3.160$ & $0.996  \\pm  3.210$ & $4.559  \\pm  0.415$ & $0.931  \\pm  0.008$ &0.005\\\\\\hline\r\n",
      "0.020& $0.090  \\pm  0.008$ & $0.025  \\pm  0.001$ & $0.975  \\pm  3.231$ & $0.996  \\pm  3.286$ & $4.436  \\pm  0.403$ & $0.928  \\pm  0.008$ &0.005\\\\\\hline\r\n",
      "0.021& $0.094  \\pm  0.008$ & $0.025  \\pm  0.001$ & $0.974  \\pm  3.289$ & $0.996  \\pm  3.349$ & $4.341  \\pm  0.391$ & $0.925  \\pm  0.008$ &0.005\\\\\\hline\r\n",
      "0.022& $0.096  \\pm  0.008$ & $0.025  \\pm  0.001$ & $0.973  \\pm  3.326$ & $0.996  \\pm  3.389$ & $4.288  \\pm  0.377$ & $0.924  \\pm  0.008$ &0.005\\\\\\hline\r\n",
      "0.023& $0.099  \\pm  0.008$ & $0.025  \\pm  0.001$ & $0.972  \\pm  3.361$ & $0.996  \\pm  3.429$ & $4.236  \\pm  0.365$ & $0.922  \\pm  0.008$ &0.005\\\\\\hline\r\n",
      "0.024& $0.101  \\pm  0.008$ & $0.025  \\pm  0.001$ & $0.971  \\pm  3.397$ & $0.996  \\pm  3.468$ & $4.183  \\pm  0.353$ & $0.921  \\pm  0.008$ &0.005\\\\\\hline\r\n",
      "0.025& $0.103  \\pm  0.008$ & $0.025  \\pm  0.001$ & $0.970  \\pm  3.431$ & $0.996  \\pm  3.507$ & $4.131  \\pm  0.343$ & $0.919  \\pm  0.008$ &0.005\\\\\\hline\r\n",
      "0.026& $0.106  \\pm  0.008$ & $0.025  \\pm  0.001$ & $0.970  \\pm  3.465$ & $0.996  \\pm  3.546$ & $4.078  \\pm  0.333$ & $0.917  \\pm  0.008$ &0.005\\\\\\hline\r\n",
      "0.027& $0.108  \\pm  0.008$ & $0.025  \\pm  0.001$ & $0.969  \\pm  3.499$ & $0.996  \\pm  3.584$ & $4.026  \\pm  0.323$ & $0.916  \\pm  0.008$ &0.005\\\\\\hline\r\n",
      "0.028& $0.111  \\pm  0.008$ & $0.025  \\pm  0.001$ & $0.968  \\pm  3.532$ & $0.996  \\pm  3.621$ & $3.974  \\pm  0.315$ & $0.914  \\pm  0.009$ &0.005\\\\\\hline\r\n",
      "0.029& $0.113  \\pm  0.008$ & $0.025  \\pm  0.001$ & $0.967  \\pm  3.564$ & $0.996  \\pm  3.658$ & $3.921  \\pm  0.307$ & $0.913  \\pm  0.009$ &0.005\\\\\\hline\r\n",
      "0.030& $0.115  \\pm  0.008$ & $0.025  \\pm  0.001$ & $0.966  \\pm  3.596$ & $0.996  \\pm  3.695$ & $3.869  \\pm  0.299$ & $0.911  \\pm  0.009$ &0.005\\\\\\hline\r\n",
      "0.031& $0.118  \\pm  0.009$ & $0.025  \\pm  0.001$ & $0.965  \\pm  3.628$ & $0.996  \\pm  3.731$ & $3.816  \\pm  0.292$ & $0.910  \\pm  0.009$ &0.005\\\\\\hline\r\n",
      "0.032& $0.122  \\pm  0.009$ & $0.025  \\pm  0.001$ & $0.963  \\pm  3.680$ & $0.996  \\pm  3.789$ & $3.738  \\pm  0.287$ & $0.907  \\pm  0.009$ &0.005\\\\\\hline\r\n",
      "0.033& $0.123  \\pm  0.009$ & $0.025  \\pm  0.000$ & $0.963  \\pm  3.701$ & $0.996  \\pm  3.815$ & $3.712  \\pm  0.280$ & $0.906  \\pm  0.009$ &0.005\\\\\\hline\r\n",
      "0.034& $0.127  \\pm  0.009$ & $0.025  \\pm  0.001$ & $0.961  \\pm  3.750$ & $0.996  \\pm  3.869$ & $3.665  \\pm  0.275$ & $0.904  \\pm  0.009$ &0.005\\\\\\hline\r\n",
      "0.035& $0.129  \\pm  0.009$ & $0.025  \\pm  0.001$ & $0.960  \\pm  3.777$ & $0.996  \\pm  3.901$ & $3.645  \\pm  0.269$ & $0.902  \\pm  0.009$ &0.005\\\\\\hline\r\n",
      "0.036& $0.131  \\pm  0.009$ & $0.025  \\pm  0.001$ & $0.959  \\pm  3.804$ & $0.996  \\pm  3.934$ & $3.624  \\pm  0.264$ & $0.901  \\pm  0.009$ &0.005\\\\\\hline\r\n",
      "0.037& $0.134  \\pm  0.009$ & $0.025  \\pm  0.001$ & $0.958  \\pm  3.831$ & $0.996  \\pm  3.965$ & $3.603  \\pm  0.258$ & $0.899  \\pm  0.009$ &0.005\\\\\\hline\r\n",
      "0.038& $0.136  \\pm  0.009$ & $0.025  \\pm  0.000$ & $0.957  \\pm  3.857$ & $0.996  \\pm  3.997$ & $3.582  \\pm  0.253$ & $0.898  \\pm  0.010$ &0.005\\\\\\hline\r\n",
      "0.039& $0.138  \\pm  0.009$ & $0.025  \\pm  0.000$ & $0.956  \\pm  3.883$ & $0.996  \\pm  4.028$ & $3.561  \\pm  0.248$ & $0.896  \\pm  0.010$ &0.005\\\\\\hline\r\n",
      "0.040& $0.140  \\pm  0.009$ & $0.025  \\pm  0.000$ & $0.955  \\pm  3.909$ & $0.996  \\pm  4.059$ & $3.541  \\pm  0.244$ & $0.895  \\pm  0.010$ &0.005\\\\\\hline\r\n",
      "0.041& $0.142  \\pm  0.009$ & $0.025  \\pm  0.000$ & $0.954  \\pm  3.935$ & $0.996  \\pm  4.090$ & $3.520  \\pm  0.239$ & $0.894  \\pm  0.010$ &0.005\\\\\\hline\r\n",
      "0.042& $0.145  \\pm  0.009$ & $0.025  \\pm  0.000$ & $0.954  \\pm  3.960$ & $0.996  \\pm  4.120$ & $3.499  \\pm  0.235$ & $0.892  \\pm  0.010$ &0.005\\\\\\hline\r\n",
      "0.043& $0.147  \\pm  0.009$ & $0.025  \\pm  0.000$ & $0.953  \\pm  3.984$ & $0.996  \\pm  4.150$ & $3.478  \\pm  0.231$ & $0.891  \\pm  0.010$ &0.005\\\\\\hline\r\n",
      "0.044& $0.149  \\pm  0.010$ & $0.024  \\pm  0.000$ & $0.952  \\pm  4.009$ & $0.996  \\pm  4.180$ & $3.458  \\pm  0.227$ & $0.889  \\pm  0.010$ &0.005\\\\\\hline\r\n",
      "0.045& $0.151  \\pm  0.010$ & $0.024  \\pm  0.000$ & $0.951  \\pm  4.033$ & $0.996  \\pm  4.210$ & $3.437  \\pm  0.224$ & $0.888  \\pm  0.010$ &0.005\\\\\\hline\r\n",
      "0.046& $0.153  \\pm  0.010$ & $0.024  \\pm  0.000$ & $0.950  \\pm  4.057$ & $0.996  \\pm  4.240$ & $3.416  \\pm  0.220$ & $0.886  \\pm  0.010$ &0.005\\\\\\hline\r\n",
      "0.047& $0.156  \\pm  0.010$ & $0.024  \\pm  0.000$ & $0.949  \\pm  4.081$ & $0.996  \\pm  4.269$ & $3.395  \\pm  0.217$ & $0.885  \\pm  0.010$ &0.005\\\\\\hline\r\n",
      "0.048& $0.158  \\pm  0.010$ & $0.024  \\pm  0.000$ & $0.948  \\pm  4.104$ & $0.996  \\pm  4.298$ & $3.374  \\pm  0.213$ & $0.884  \\pm  0.010$ &0.005\\\\\\hline\r\n",
      "0.049& $0.160  \\pm  0.010$ & $0.024  \\pm  0.000$ & $0.947  \\pm  4.127$ & $0.996  \\pm  4.326$ & $3.354  \\pm  0.210$ & $0.882  \\pm  0.010$ &0.005\\\\\\hline\r\n",
      "0.050& $0.162  \\pm  0.010$ & $0.024  \\pm  0.000$ & $0.946  \\pm  4.150$ & $0.996  \\pm  4.355$ & $3.333  \\pm  0.207$ & $0.881  \\pm  0.010$ &0.005\\\\\\hline\r\n",
      "0.051& $0.164  \\pm  0.010$ & $0.024  \\pm  0.000$ & $0.945  \\pm  4.172$ & $0.996  \\pm  4.383$ & $3.312  \\pm  0.204$ & $0.879  \\pm  0.010$ &0.005\\\\\\hline\r\n",
      "0.052& $0.167  \\pm  0.010$ & $0.024  \\pm  0.000$ & $0.944  \\pm  4.194$ & $0.996  \\pm  4.411$ & $3.291  \\pm  0.201$ & $0.878  \\pm  0.011$ &0.005\\\\\\hline\r\n",
      "0.053& $0.169  \\pm  0.010$ & $0.024  \\pm  0.000$ & $0.943  \\pm  4.216$ & $0.996  \\pm  4.439$ & $3.271  \\pm  0.198$ & $0.877  \\pm  0.011$ &0.005\\\\\\hline\r\n",
      "0.054& $0.171  \\pm  0.010$ & $0.024  \\pm  0.000$ & $0.942  \\pm  4.238$ & $0.996  \\pm  4.467$ & $3.250  \\pm  0.196$ & $0.875  \\pm  0.011$ &0.005\\\\\\hline\r\n",
      "0.055& $0.173  \\pm  0.010$ & $0.024  \\pm  0.000$ & $0.941  \\pm  4.260$ & $0.996  \\pm  4.494$ & $3.229  \\pm  0.193$ & $0.874  \\pm  0.011$ &0.005\\\\\\hline\r\n",
      "0.056& $0.176  \\pm  0.010$ & $0.024  \\pm  0.000$ & $0.940  \\pm  4.281$ & $0.996  \\pm  4.521$ & $3.208  \\pm  0.191$ & $0.872  \\pm  0.011$ &0.005\\\\\\hline\r\n",
      "0.057& $0.178  \\pm  0.010$ & $0.024  \\pm  0.000$ & $0.939  \\pm  4.302$ & $0.996  \\pm  4.548$ & $3.187  \\pm  0.188$ & $0.871  \\pm  0.011$ &0.005\\\\\\hline\r\n",
      "0.058& $0.180  \\pm  0.010$ & $0.024  \\pm  0.000$ & $0.938  \\pm  4.322$ & $0.996  \\pm  4.575$ & $3.167  \\pm  0.186$ & $0.869  \\pm  0.011$ &0.005\\\\\\hline\r\n",
      "0.059& $0.182  \\pm  0.010$ & $0.024  \\pm  0.000$ & $0.937  \\pm  4.343$ & $0.996  \\pm  4.602$ & $3.146  \\pm  0.184$ & $0.868  \\pm  0.011$ &0.005\\\\\\hline\r\n",
      "0.060& $0.184  \\pm  0.010$ & $0.024  \\pm  0.000$ & $0.936  \\pm  4.363$ & $0.996  \\pm  4.628$ & $3.125  \\pm  0.181$ & $0.867  \\pm  0.011$ &0.005\\\\\\hline\r\n",
      "0.061& $0.187  \\pm  0.010$ & $0.024  \\pm  0.000$ & $0.935  \\pm  4.383$ & $0.996  \\pm  4.654$ & $3.104  \\pm  0.179$ & $0.865  \\pm  0.011$ &0.005\\\\\\hline\r\n",
      "0.062& $0.189  \\pm  0.011$ & $0.024  \\pm  0.000$ & $0.934  \\pm  4.403$ & $0.996  \\pm  4.680$ & $3.083  \\pm  0.177$ & $0.864  \\pm  0.011$ &0.005\\\\\\hline\r\n",
      "0.063& $0.191  \\pm  0.011$ & $0.024  \\pm  0.000$ & $0.933  \\pm  4.422$ & $0.996  \\pm  4.706$ & $3.063  \\pm  0.175$ & $0.862  \\pm  0.011$ &0.005\\\\\\hline\r\n",
      "0.064& $0.193  \\pm  0.011$ & $0.024  \\pm  0.000$ & $0.932  \\pm  4.442$ & $0.996  \\pm  4.732$ & $3.042  \\pm  0.173$ & $0.861  \\pm  0.011$ &0.005\\\\\\hline\r\n",
      "0.065& $0.195  \\pm  0.011$ & $0.024  \\pm  0.000$ & $0.932  \\pm  4.461$ & $0.996  \\pm  4.757$ & $3.021  \\pm  0.171$ & $0.860  \\pm  0.011$ &0.005\\\\\\hline\r\n",
      "0.066& $0.199  \\pm  0.011$ & $0.024  \\pm  0.000$ & $0.930  \\pm  4.496$ & $0.996  \\pm  4.800$ & $2.993  \\pm  0.170$ & $0.857  \\pm  0.012$ &0.005\\\\\\hline\r\n",
      "0.067& $0.201  \\pm  0.011$ & $0.024  \\pm  0.000$ & $0.929  \\pm  4.511$ & $0.996  \\pm  4.822$ & $2.986  \\pm  0.168$ & $0.856  \\pm  0.012$ &0.005\\\\\\hline\r\n",
      "0.068& $0.203  \\pm  0.011$ & $0.024  \\pm  0.000$ & $0.928  \\pm  4.527$ & $0.996  \\pm  4.844$ & $2.978  \\pm  0.166$ & $0.854  \\pm  0.012$ &0.005\\\\\\hline\r\n",
      "0.069& $0.205  \\pm  0.011$ & $0.024  \\pm  0.000$ & $0.927  \\pm  4.543$ & $0.996  \\pm  4.866$ & $2.971  \\pm  0.164$ & $0.853  \\pm  0.012$ &0.005\\\\\\hline\r\n",
      "0.070& $0.207  \\pm  0.011$ & $0.024  \\pm  0.000$ & $0.926  \\pm  4.558$ & $0.996  \\pm  4.887$ & $2.964  \\pm  0.162$ & $0.852  \\pm  0.012$ &0.005\\\\\\hline\r\n",
      "0.071& $0.209  \\pm  0.011$ & $0.024  \\pm  0.000$ & $0.925  \\pm  4.573$ & $0.996  \\pm  4.909$ & $2.956  \\pm  0.161$ & $0.851  \\pm  0.012$ &0.005\\\\\\hline\r\n",
      "0.072& $0.211  \\pm  0.011$ & $0.024  \\pm  0.000$ & $0.924  \\pm  4.588$ & $0.996  \\pm  4.931$ & $2.949  \\pm  0.159$ & $0.850  \\pm  0.012$ &0.005\\\\\\hline\r\n",
      "0.073& $0.213  \\pm  0.011$ & $0.024  \\pm  0.000$ & $0.923  \\pm  4.603$ & $0.996  \\pm  4.952$ & $2.942  \\pm  0.157$ & $0.848  \\pm  0.012$ &0.005\\\\\\hline\r\n",
      "0.074& $0.215  \\pm  0.011$ & $0.024  \\pm  0.000$ & $0.922  \\pm  4.618$ & $0.996  \\pm  4.973$ & $2.934  \\pm  0.156$ & $0.847  \\pm  0.012$ &0.005\\\\\\hline\r\n",
      "0.075& $0.216  \\pm  0.011$ & $0.024  \\pm  0.000$ & $0.921  \\pm  4.633$ & $0.996  \\pm  4.994$ & $2.927  \\pm  0.154$ & $0.846  \\pm  0.012$ &0.005\\\\\\hline\r\n",
      "0.076& $0.218  \\pm  0.011$ & $0.024  \\pm  0.000$ & $0.920  \\pm  4.647$ & $0.996  \\pm  5.016$ & $2.920  \\pm  0.152$ & $0.845  \\pm  0.012$ &0.005\\\\\\hline\r\n",
      "0.077& $0.220  \\pm  0.011$ & $0.023  \\pm  0.000$ & $0.919  \\pm  4.662$ & $0.996  \\pm  5.037$ & $2.912  \\pm  0.151$ & $0.844  \\pm  0.012$ &0.005\\\\\\hline\r\n",
      "0.078& $0.222  \\pm  0.011$ & $0.023  \\pm  0.000$ & $0.918  \\pm  4.676$ & $0.996  \\pm  5.057$ & $2.905  \\pm  0.149$ & $0.842  \\pm  0.012$ &0.005\\\\\\hline\r\n",
      "0.079& $0.224  \\pm  0.011$ & $0.023  \\pm  0.000$ & $0.917  \\pm  4.690$ & $0.996  \\pm  5.078$ & $2.898  \\pm  0.148$ & $0.841  \\pm  0.012$ &0.005\\\\\\hline\r\n",
      "0.080& $0.226  \\pm  0.011$ & $0.023  \\pm  0.000$ & $0.916  \\pm  4.704$ & $0.996  \\pm  5.099$ & $2.890  \\pm  0.147$ & $0.840  \\pm  0.012$ &0.005\\\\\\hline\r\n",
      "0.081& $0.228  \\pm  0.011$ & $0.023  \\pm  0.000$ & $0.915  \\pm  4.718$ & $0.996  \\pm  5.119$ & $2.883  \\pm  0.145$ & $0.839  \\pm  0.012$ &0.005\\\\\\hline\r\n",
      "0.082& $0.230  \\pm  0.011$ & $0.023  \\pm  0.000$ & $0.914  \\pm  4.731$ & $0.996  \\pm  5.140$ & $2.876  \\pm  0.144$ & $0.837  \\pm  0.012$ &0.005\\\\\\hline\r\n",
      "0.083& $0.231  \\pm  0.011$ & $0.023  \\pm  0.000$ & $0.913  \\pm  4.745$ & $0.996  \\pm  5.160$ & $2.869  \\pm  0.142$ & $0.836  \\pm  0.012$ &0.005\\\\\\hline\r\n",
      "0.084& $0.233  \\pm  0.011$ & $0.023  \\pm  0.000$ & $0.912  \\pm  4.758$ & $0.996  \\pm  5.180$ & $2.861  \\pm  0.141$ & $0.835  \\pm  0.012$ &0.005\\\\\\hline\r\n",
      "0.085& $0.235  \\pm  0.011$ & $0.023  \\pm  0.000$ & $0.911  \\pm  4.771$ & $0.996  \\pm  5.201$ & $2.854  \\pm  0.140$ & $0.834  \\pm  0.013$ &0.005\\\\\\hline\r\n",
      "0.086& $0.237  \\pm  0.011$ & $0.023  \\pm  0.000$ & $0.910  \\pm  4.785$ & $0.996  \\pm  5.221$ & $2.847  \\pm  0.139$ & $0.833  \\pm  0.013$ &0.005\\\\\\hline\r\n",
      "0.087& $0.239  \\pm  0.011$ & $0.023  \\pm  0.000$ & $0.909  \\pm  4.798$ & $0.996  \\pm  5.241$ & $2.839  \\pm  0.137$ & $0.831  \\pm  0.013$ &0.005\\\\\\hline\r\n",
      "0.088& $0.241  \\pm  0.012$ & $0.023  \\pm  0.000$ & $0.908  \\pm  4.810$ & $0.996  \\pm  5.261$ & $2.832  \\pm  0.136$ & $0.830  \\pm  0.013$ &0.005\\\\\\hline\r\n",
      "0.089& $0.243  \\pm  0.012$ & $0.023  \\pm  0.000$ & $0.907  \\pm  4.823$ & $0.996  \\pm  5.280$ & $2.825  \\pm  0.135$ & $0.829  \\pm  0.013$ &0.005\\\\\\hline\r\n",
      "0.090& $0.245  \\pm  0.012$ & $0.023  \\pm  0.000$ & $0.906  \\pm  4.836$ & $0.996  \\pm  5.300$ & $2.817  \\pm  0.134$ & $0.828  \\pm  0.013$ &0.005\\\\\\hline\r\n",
      "0.091& $0.247  \\pm  0.012$ & $0.023  \\pm  0.000$ & $0.905  \\pm  4.848$ & $0.996  \\pm  5.320$ & $2.810  \\pm  0.133$ & $0.826  \\pm  0.013$ &0.005\\\\\\hline\r\n",
      "0.092& $0.248  \\pm  0.012$ & $0.023  \\pm  0.000$ & $0.904  \\pm  4.861$ & $0.996  \\pm  5.339$ & $2.803  \\pm  0.132$ & $0.825  \\pm  0.013$ &0.004\\\\\\hline\r\n",
      "0.093& $0.250  \\pm  0.012$ & $0.023  \\pm  0.000$ & $0.903  \\pm  4.873$ & $0.996  \\pm  5.359$ & $2.795  \\pm  0.131$ & $0.824  \\pm  0.013$ &0.004\\\\\\hline\r\n",
      "0.094& $0.252  \\pm  0.012$ & $0.023  \\pm  0.000$ & $0.902  \\pm  4.885$ & $0.996  \\pm  5.378$ & $2.788  \\pm  0.129$ & $0.823  \\pm  0.013$ &0.004\\\\\\hline\r\n",
      "0.095& $0.254  \\pm  0.012$ & $0.023  \\pm  0.000$ & $0.901  \\pm  4.897$ & $0.996  \\pm  5.397$ & $2.781  \\pm  0.128$ & $0.822  \\pm  0.013$ &0.004\\\\\\hline\r\n",
      "0.096& $0.256  \\pm  0.012$ & $0.023  \\pm  0.000$ & $0.900  \\pm  4.909$ & $0.996  \\pm  5.416$ & $2.773  \\pm  0.127$ & $0.820  \\pm  0.013$ &0.004\\\\\\hline\r\n",
      "0.097& $0.258  \\pm  0.012$ & $0.023  \\pm  0.000$ & $0.899  \\pm  4.921$ & $0.996  \\pm  5.435$ & $2.766  \\pm  0.126$ & $0.819  \\pm  0.013$ &0.004\\\\\\hline\r\n",
      "0.098& $0.260  \\pm  0.012$ & $0.023  \\pm  0.000$ & $0.898  \\pm  4.932$ & $0.996  \\pm  5.454$ & $2.759  \\pm  0.125$ & $0.818  \\pm  0.013$ &0.004\\\\\\hline\r\n",
      "0.099& $0.262  \\pm  0.012$ & $0.023  \\pm  0.000$ & $0.897  \\pm  4.944$ & $0.996  \\pm  5.473$ & $2.751  \\pm  0.124$ & $0.817  \\pm  0.013$ &0.004\\\\\\hline\r\n",
      "0.100& $0.264  \\pm  0.012$ & $0.023  \\pm  0.000$ & $0.896  \\pm  4.955$ & $0.996  \\pm  5.492$ & $2.744  \\pm  0.123$ & $0.816  \\pm  0.013$ &0.004\\\\\\hline\r\n",
      "0.101& $0.265  \\pm  0.012$ & $0.023  \\pm  0.000$ & $0.895  \\pm  4.966$ & $0.996  \\pm  5.511$ & $2.737  \\pm  0.122$ & $0.814  \\pm  0.013$ &0.004\\\\\\hline\r\n",
      "0.102& $0.267  \\pm  0.012$ & $0.023  \\pm  0.000$ & $0.894  \\pm  4.978$ & $0.996  \\pm  5.529$ & $2.729  \\pm  0.122$ & $0.813  \\pm  0.013$ &0.004\\\\\\hline\r\n",
      "0.103& $0.269  \\pm  0.012$ & $0.023  \\pm  0.000$ & $0.893  \\pm  4.989$ & $0.996  \\pm  5.548$ & $2.722  \\pm  0.121$ & $0.812  \\pm  0.013$ &0.004\\\\\\hline\r\n",
      "0.104& $0.271  \\pm  0.012$ & $0.023  \\pm  0.000$ & $0.893  \\pm  5.000$ & $0.996  \\pm  5.566$ & $2.715  \\pm  0.120$ & $0.811  \\pm  0.013$ &0.004\\\\\\hline\r\n",
      "0.105& $0.273  \\pm  0.012$ & $0.023  \\pm  0.000$ & $0.892  \\pm  5.010$ & $0.996  \\pm  5.584$ & $2.707  \\pm  0.119$ & $0.809  \\pm  0.013$ &0.004\\\\\\hline\r\n",
      "0.106& $0.275  \\pm  0.012$ & $0.023  \\pm  0.000$ & $0.891  \\pm  5.021$ & $0.996  \\pm  5.603$ & $2.700  \\pm  0.118$ & $0.808  \\pm  0.014$ &0.004\\\\\\hline\r\n",
      "0.107& $0.277  \\pm  0.012$ & $0.023  \\pm  0.000$ & $0.890  \\pm  5.032$ & $0.996  \\pm  5.621$ & $2.693  \\pm  0.117$ & $0.807  \\pm  0.014$ &0.004\\\\\\hline\r\n",
      "0.108& $0.279  \\pm  0.012$ & $0.023  \\pm  0.000$ & $0.889  \\pm  5.042$ & $0.996  \\pm  5.639$ & $2.686  \\pm  0.116$ & $0.806  \\pm  0.014$ &0.004\\\\\\hline\r\n",
      "0.109& $0.281  \\pm  0.012$ & $0.023  \\pm  0.000$ & $0.888  \\pm  5.053$ & $0.996  \\pm  5.657$ & $2.678  \\pm  0.115$ & $0.805  \\pm  0.014$ &0.004\\\\\\hline\r\n",
      "0.110& $0.282  \\pm  0.012$ & $0.022  \\pm  0.000$ & $0.887  \\pm  5.063$ & $0.996  \\pm  5.675$ & $2.671  \\pm  0.115$ & $0.803  \\pm  0.014$ &0.004\\\\\\hline\r\n",
      "0.111& $0.284  \\pm  0.012$ & $0.022  \\pm  0.000$ & $0.886  \\pm  5.073$ & $0.996  \\pm  5.693$ & $2.664  \\pm  0.114$ & $0.802  \\pm  0.014$ &0.004\\\\\\hline\r\n",
      "0.112& $0.286  \\pm  0.012$ & $0.022  \\pm  0.000$ & $0.885  \\pm  5.083$ & $0.996  \\pm  5.710$ & $2.656  \\pm  0.113$ & $0.801  \\pm  0.014$ &0.004\\\\\\hline\r\n",
      "0.113& $0.288  \\pm  0.012$ & $0.022  \\pm  0.000$ & $0.884  \\pm  5.093$ & $0.996  \\pm  5.728$ & $2.649  \\pm  0.112$ & $0.800  \\pm  0.014$ &0.004\\\\\\hline\r\n",
      "0.114& $0.290  \\pm  0.012$ & $0.022  \\pm  0.000$ & $0.883  \\pm  5.103$ & $0.996  \\pm  5.746$ & $2.642  \\pm  0.111$ & $0.798  \\pm  0.014$ &0.004\\\\\\hline\r\n",
      "0.115& $0.292  \\pm  0.012$ & $0.022  \\pm  0.000$ & $0.882  \\pm  5.113$ & $0.996  \\pm  5.763$ & $2.634  \\pm  0.111$ & $0.797  \\pm  0.014$ &0.004\\\\\\hline\r\n",
      "0.116& $0.294  \\pm  0.012$ & $0.022  \\pm  0.000$ & $0.881  \\pm  5.122$ & $0.996  \\pm  5.781$ & $2.627  \\pm  0.110$ & $0.796  \\pm  0.014$ &0.004\\\\\\hline\r\n",
      "0.117& $0.296  \\pm  0.012$ & $0.022  \\pm  0.000$ & $0.880  \\pm  5.132$ & $0.996  \\pm  5.798$ & $2.620  \\pm  0.109$ & $0.795  \\pm  0.014$ &0.004\\\\\\hline\r\n",
      "0.118& $0.297  \\pm  0.012$ & $0.022  \\pm  0.000$ & $0.879  \\pm  5.141$ & $0.996  \\pm  5.815$ & $2.612  \\pm  0.108$ & $0.794  \\pm  0.014$ &0.004\\\\\\hline\r\n",
      "0.119& $0.299  \\pm  0.012$ & $0.022  \\pm  0.000$ & $0.878  \\pm  5.151$ & $0.996  \\pm  5.833$ & $2.605  \\pm  0.108$ & $0.792  \\pm  0.014$ &0.004\\\\\\hline\r\n",
      "0.120& $0.301  \\pm  0.012$ & $0.022  \\pm  0.000$ & $0.877  \\pm  5.160$ & $0.996  \\pm  5.850$ & $2.598  \\pm  0.107$ & $0.791  \\pm  0.014$ &0.004\\\\\\hline\r\n",
      "0.121& $0.303  \\pm  0.012$ & $0.022  \\pm  0.000$ & $0.876  \\pm  5.169$ & $0.996  \\pm  5.867$ & $2.590  \\pm  0.106$ & $0.790  \\pm  0.014$ &0.004\\\\\\hline\r\n",
      "0.122& $0.305  \\pm  0.012$ & $0.022  \\pm  0.000$ & $0.875  \\pm  5.178$ & $0.996  \\pm  5.884$ & $2.583  \\pm  0.106$ & $0.789  \\pm  0.014$ &0.004\\\\\\hline\r\n",
      "0.123& $0.307  \\pm  0.012$ & $0.022  \\pm  0.000$ & $0.874  \\pm  5.187$ & $0.996  \\pm  5.901$ & $2.576  \\pm  0.105$ & $0.788  \\pm  0.014$ &0.004\\\\\\hline\r\n",
      "0.124& $0.309  \\pm  0.012$ & $0.022  \\pm  0.000$ & $0.873  \\pm  5.196$ & $0.996  \\pm  5.917$ & $2.568  \\pm  0.104$ & $0.786  \\pm  0.014$ &0.004\\\\\\hline\r\n",
      "0.125& $0.311  \\pm  0.013$ & $0.022  \\pm  0.000$ & $0.872  \\pm  5.204$ & $0.996  \\pm  5.934$ & $2.561  \\pm  0.104$ & $0.785  \\pm  0.014$ &0.004\\\\\\hline\r\n",
      "0.126& $0.313  \\pm  0.013$ & $0.022  \\pm  0.000$ & $0.871  \\pm  5.213$ & $0.996  \\pm  5.951$ & $2.554  \\pm  0.103$ & $0.784  \\pm  0.014$ &0.004\\\\\\hline\r\n",
      "0.127& $0.314  \\pm  0.013$ & $0.022  \\pm  0.000$ & $0.870  \\pm  5.221$ & $0.996  \\pm  5.967$ & $2.546  \\pm  0.102$ & $0.783  \\pm  0.014$ &0.004\\\\\\hline\r\n",
      "0.128& $0.316  \\pm  0.013$ & $0.022  \\pm  0.000$ & $0.869  \\pm  5.230$ & $0.996  \\pm  5.984$ & $2.539  \\pm  0.102$ & $0.781  \\pm  0.014$ &0.004\\\\\\hline\r\n",
      "0.129& $0.318  \\pm  0.013$ & $0.022  \\pm  0.000$ & $0.868  \\pm  5.238$ & $0.996  \\pm  6.000$ & $2.532  \\pm  0.101$ & $0.780  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.130& $0.320  \\pm  0.013$ & $0.022  \\pm  0.000$ & $0.867  \\pm  5.246$ & $0.996  \\pm  6.017$ & $2.524  \\pm  0.100$ & $0.779  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.131& $0.322  \\pm  0.013$ & $0.022  \\pm  0.000$ & $0.866  \\pm  5.254$ & $0.996  \\pm  6.033$ & $2.517  \\pm  0.100$ & $0.778  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.132& $0.324  \\pm  0.013$ & $0.022  \\pm  0.000$ & $0.865  \\pm  5.262$ & $0.996  \\pm  6.049$ & $2.510  \\pm  0.099$ & $0.777  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.133& $0.326  \\pm  0.013$ & $0.022  \\pm  0.000$ & $0.864  \\pm  5.270$ & $0.996  \\pm  6.065$ & $2.502  \\pm  0.099$ & $0.775  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.134& $0.328  \\pm  0.013$ & $0.022  \\pm  0.000$ & $0.863  \\pm  5.278$ & $0.996  \\pm  6.081$ & $2.495  \\pm  0.098$ & $0.774  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.135& $0.330  \\pm  0.013$ & $0.022  \\pm  0.000$ & $0.862  \\pm  5.286$ & $0.996  \\pm  6.097$ & $2.488  \\pm  0.097$ & $0.773  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.136& $0.331  \\pm  0.013$ & $0.022  \\pm  0.000$ & $0.861  \\pm  5.293$ & $0.996  \\pm  6.113$ & $2.481  \\pm  0.097$ & $0.772  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.137& $0.333  \\pm  0.013$ & $0.022  \\pm  0.000$ & $0.860  \\pm  5.301$ & $0.996  \\pm  6.129$ & $2.473  \\pm  0.096$ & $0.770  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.138& $0.335  \\pm  0.013$ & $0.022  \\pm  0.000$ & $0.859  \\pm  5.308$ & $0.996  \\pm  6.145$ & $2.466  \\pm  0.096$ & $0.769  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.139& $0.337  \\pm  0.013$ & $0.022  \\pm  0.000$ & $0.858  \\pm  5.316$ & $0.996  \\pm  6.161$ & $2.459  \\pm  0.095$ & $0.768  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.140& $0.339  \\pm  0.013$ & $0.022  \\pm  0.000$ & $0.857  \\pm  5.323$ & $0.996  \\pm  6.176$ & $2.451  \\pm  0.095$ & $0.767  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.141& $0.341  \\pm  0.013$ & $0.022  \\pm  0.000$ & $0.856  \\pm  5.330$ & $0.996  \\pm  6.192$ & $2.444  \\pm  0.094$ & $0.766  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.142& $0.343  \\pm  0.013$ & $0.022  \\pm  0.000$ & $0.855  \\pm  5.337$ & $0.996  \\pm  6.207$ & $2.437  \\pm  0.093$ & $0.764  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.143& $0.345  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.854  \\pm  5.344$ & $0.996  \\pm  6.223$ & $2.429  \\pm  0.093$ & $0.763  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.144& $0.347  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.854  \\pm  5.351$ & $0.996  \\pm  6.238$ & $2.422  \\pm  0.092$ & $0.762  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.145& $0.348  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.853  \\pm  5.358$ & $0.996  \\pm  6.253$ & $2.415  \\pm  0.092$ & $0.761  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.146& $0.350  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.852  \\pm  5.364$ & $0.996  \\pm  6.268$ & $2.407  \\pm  0.091$ & $0.760  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.147& $0.354  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.850  \\pm  5.376$ & $0.996  \\pm  6.290$ & $2.396  \\pm  0.091$ & $0.757  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.148& $0.355  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.849  \\pm  5.381$ & $0.996  \\pm  6.303$ & $2.391  \\pm  0.090$ & $0.756  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.149& $0.357  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.848  \\pm  5.386$ & $0.996  \\pm  6.316$ & $2.387  \\pm  0.090$ & $0.756  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.150& $0.358  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.847  \\pm  5.391$ & $0.996  \\pm  6.330$ & $2.383  \\pm  0.089$ & $0.755  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.151& $0.360  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.846  \\pm  5.396$ & $0.996  \\pm  6.343$ & $2.378  \\pm  0.089$ & $0.754  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.152& $0.361  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.845  \\pm  5.401$ & $0.996  \\pm  6.356$ & $2.374  \\pm  0.088$ & $0.753  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.153& $0.363  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.844  \\pm  5.406$ & $0.996  \\pm  6.369$ & $2.369  \\pm  0.088$ & $0.752  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.154& $0.364  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.843  \\pm  5.410$ & $0.996  \\pm  6.382$ & $2.365  \\pm  0.087$ & $0.751  \\pm  0.015$ &0.004\\\\\\hline\r\n",
      "0.155& $0.366  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.842  \\pm  5.415$ & $0.996  \\pm  6.396$ & $2.361  \\pm  0.087$ & $0.750  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.156& $0.367  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.841  \\pm  5.420$ & $0.996  \\pm  6.409$ & $2.356  \\pm  0.086$ & $0.749  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.157& $0.369  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.840  \\pm  5.424$ & $0.997  \\pm  6.422$ & $2.352  \\pm  0.086$ & $0.748  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.158& $0.370  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.839  \\pm  5.429$ & $0.997  \\pm  6.435$ & $2.348  \\pm  0.085$ & $0.747  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.159& $0.372  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.838  \\pm  5.433$ & $0.997  \\pm  6.448$ & $2.343  \\pm  0.085$ & $0.746  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.160& $0.373  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.837  \\pm  5.438$ & $0.997  \\pm  6.461$ & $2.339  \\pm  0.084$ & $0.745  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.161& $0.374  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.836  \\pm  5.442$ & $0.997  \\pm  6.474$ & $2.335  \\pm  0.084$ & $0.744  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.162& $0.376  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.835  \\pm  5.446$ & $0.997  \\pm  6.486$ & $2.330  \\pm  0.084$ & $0.743  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.163& $0.377  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.834  \\pm  5.450$ & $0.997  \\pm  6.499$ & $2.326  \\pm  0.083$ & $0.743  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.164& $0.379  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.833  \\pm  5.455$ & $0.997  \\pm  6.512$ & $2.322  \\pm  0.083$ & $0.742  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.165& $0.380  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.832  \\pm  5.459$ & $0.997  \\pm  6.525$ & $2.317  \\pm  0.082$ & $0.741  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.166& $0.382  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.831  \\pm  5.463$ & $0.997  \\pm  6.538$ & $2.313  \\pm  0.082$ & $0.740  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.167& $0.383  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.830  \\pm  5.467$ & $0.997  \\pm  6.550$ & $2.309  \\pm  0.081$ & $0.739  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.168& $0.385  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.829  \\pm  5.471$ & $0.997  \\pm  6.563$ & $2.304  \\pm  0.081$ & $0.738  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.169& $0.386  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.828  \\pm  5.475$ & $0.997  \\pm  6.576$ & $2.300  \\pm  0.080$ & $0.737  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.170& $0.388  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.827  \\pm  5.479$ & $0.997  \\pm  6.588$ & $2.295  \\pm  0.080$ & $0.736  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.171& $0.389  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.826  \\pm  5.482$ & $0.997  \\pm  6.601$ & $2.291  \\pm  0.080$ & $0.735  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.172& $0.391  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.825  \\pm  5.486$ & $0.997  \\pm  6.613$ & $2.287  \\pm  0.079$ & $0.734  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.173& $0.392  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.824  \\pm  5.490$ & $0.997  \\pm  6.626$ & $2.282  \\pm  0.079$ & $0.733  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.174& $0.394  \\pm  0.013$ & $0.021  \\pm  0.000$ & $0.823  \\pm  5.493$ & $0.997  \\pm  6.638$ & $2.278  \\pm  0.078$ & $0.732  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.175& $0.395  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.822  \\pm  5.497$ & $0.997  \\pm  6.651$ & $2.274  \\pm  0.078$ & $0.731  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.176& $0.397  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.821  \\pm  5.501$ & $0.997  \\pm  6.663$ & $2.269  \\pm  0.078$ & $0.730  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.177& $0.398  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.820  \\pm  5.504$ & $0.997  \\pm  6.676$ & $2.265  \\pm  0.077$ & $0.730  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.178& $0.400  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.819  \\pm  5.507$ & $0.997  \\pm  6.688$ & $2.261  \\pm  0.077$ & $0.729  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.179& $0.401  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.818  \\pm  5.511$ & $0.997  \\pm  6.700$ & $2.256  \\pm  0.076$ & $0.728  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.180& $0.403  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.818  \\pm  5.514$ & $0.997  \\pm  6.712$ & $2.252  \\pm  0.076$ & $0.727  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.181& $0.404  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.817  \\pm  5.517$ & $0.997  \\pm  6.725$ & $2.248  \\pm  0.076$ & $0.726  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.182& $0.406  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.816  \\pm  5.521$ & $0.997  \\pm  6.737$ & $2.243  \\pm  0.075$ & $0.725  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.183& $0.407  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.815  \\pm  5.524$ & $0.997  \\pm  6.749$ & $2.239  \\pm  0.075$ & $0.724  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.184& $0.409  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.814  \\pm  5.527$ & $0.997  \\pm  6.761$ & $2.234  \\pm  0.075$ & $0.723  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.185& $0.410  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.813  \\pm  5.530$ & $0.997  \\pm  6.773$ & $2.230  \\pm  0.074$ & $0.722  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.186& $0.412  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.812  \\pm  5.533$ & $0.997  \\pm  6.785$ & $2.226  \\pm  0.074$ & $0.721  \\pm  0.016$ &0.004\\\\\\hline\r\n",
      "0.187& $0.413  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.811  \\pm  5.536$ & $0.997  \\pm  6.797$ & $2.221  \\pm  0.074$ & $0.720  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.188& $0.415  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.810  \\pm  5.539$ & $0.997  \\pm  6.809$ & $2.217  \\pm  0.073$ & $0.719  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.189& $0.416  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.809  \\pm  5.542$ & $0.997  \\pm  6.821$ & $2.213  \\pm  0.073$ & $0.718  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.190& $0.418  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.808  \\pm  5.545$ & $0.997  \\pm  6.833$ & $2.208  \\pm  0.072$ & $0.718  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.191& $0.419  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.807  \\pm  5.547$ & $0.997  \\pm  6.845$ & $2.204  \\pm  0.072$ & $0.717  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.192& $0.421  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.806  \\pm  5.550$ & $0.997  \\pm  6.857$ & $2.200  \\pm  0.072$ & $0.716  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.193& $0.422  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.805  \\pm  5.553$ & $0.997  \\pm  6.869$ & $2.195  \\pm  0.071$ & $0.715  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.194& $0.424  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.804  \\pm  5.555$ & $0.997  \\pm  6.881$ & $2.191  \\pm  0.071$ & $0.714  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.195& $0.425  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.803  \\pm  5.558$ & $0.997  \\pm  6.892$ & $2.187  \\pm  0.071$ & $0.713  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.196& $0.427  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.802  \\pm  5.560$ & $0.997  \\pm  6.904$ & $2.182  \\pm  0.070$ & $0.712  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.197& $0.428  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.801  \\pm  5.563$ & $0.997  \\pm  6.916$ & $2.178  \\pm  0.070$ & $0.711  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.198& $0.430  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.800  \\pm  5.565$ & $0.997  \\pm  6.927$ & $2.173  \\pm  0.070$ & $0.710  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.199& $0.431  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.799  \\pm  5.567$ & $0.997  \\pm  6.939$ & $2.169  \\pm  0.069$ & $0.709  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.200& $0.434  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.797  \\pm  5.572$ & $0.997  \\pm  6.953$ & $2.162  \\pm  0.069$ & $0.707  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.201& $0.435  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.796  \\pm  5.574$ & $0.997  \\pm  6.964$ & $2.159  \\pm  0.069$ & $0.706  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.202& $0.437  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.795  \\pm  5.576$ & $0.997  \\pm  6.976$ & $2.156  \\pm  0.069$ & $0.706  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.203& $0.438  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.794  \\pm  5.578$ & $0.997  \\pm  6.987$ & $2.152  \\pm  0.068$ & $0.705  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.204& $0.439  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.793  \\pm  5.579$ & $0.997  \\pm  6.998$ & $2.149  \\pm  0.068$ & $0.704  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.205& $0.441  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.792  \\pm  5.581$ & $0.997  \\pm  7.009$ & $2.146  \\pm  0.068$ & $0.703  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.206& $0.442  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.791  \\pm  5.583$ & $0.997  \\pm  7.020$ & $2.143  \\pm  0.067$ & $0.702  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.207& $0.443  \\pm  0.013$ & $0.020  \\pm  0.000$ & $0.790  \\pm  5.585$ & $0.997  \\pm  7.031$ & $2.140  \\pm  0.067$ & $0.701  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.208& $0.445  \\pm  0.013$ & $0.019  \\pm  0.000$ & $0.789  \\pm  5.586$ & $0.997  \\pm  7.042$ & $2.137  \\pm  0.067$ & $0.700  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.209& $0.446  \\pm  0.013$ & $0.019  \\pm  0.000$ & $0.788  \\pm  5.588$ & $0.997  \\pm  7.053$ & $2.134  \\pm  0.066$ & $0.699  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.210& $0.447  \\pm  0.013$ & $0.019  \\pm  0.000$ & $0.787  \\pm  5.590$ & $0.997  \\pm  7.064$ & $2.131  \\pm  0.066$ & $0.699  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.211& $0.449  \\pm  0.013$ & $0.019  \\pm  0.000$ & $0.786  \\pm  5.591$ & $0.997  \\pm  7.075$ & $2.128  \\pm  0.066$ & $0.698  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.212& $0.450  \\pm  0.013$ & $0.019  \\pm  0.000$ & $0.785  \\pm  5.593$ & $0.997  \\pm  7.086$ & $2.125  \\pm  0.065$ & $0.697  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.213& $0.451  \\pm  0.013$ & $0.019  \\pm  0.000$ & $0.784  \\pm  5.594$ & $0.997  \\pm  7.097$ & $2.122  \\pm  0.065$ & $0.696  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.214& $0.453  \\pm  0.013$ & $0.019  \\pm  0.000$ & $0.783  \\pm  5.596$ & $0.997  \\pm  7.108$ & $2.119  \\pm  0.065$ & $0.695  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.215& $0.454  \\pm  0.013$ & $0.019  \\pm  0.000$ & $0.783  \\pm  5.597$ & $0.997  \\pm  7.119$ & $2.116  \\pm  0.065$ & $0.694  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.216& $0.455  \\pm  0.013$ & $0.019  \\pm  0.000$ & $0.782  \\pm  5.599$ & $0.997  \\pm  7.130$ & $2.113  \\pm  0.064$ & $0.693  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.217& $0.457  \\pm  0.014$ & $0.019  \\pm  0.000$ & $0.781  \\pm  5.600$ & $0.997  \\pm  7.141$ & $2.109  \\pm  0.064$ & $0.692  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.218& $0.458  \\pm  0.014$ & $0.019  \\pm  0.000$ & $0.780  \\pm  5.601$ & $0.997  \\pm  7.152$ & $2.106  \\pm  0.064$ & $0.692  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.219& $0.460  \\pm  0.014$ & $0.019  \\pm  0.000$ & $0.779  \\pm  5.602$ & $0.997  \\pm  7.163$ & $2.103  \\pm  0.063$ & $0.691  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.220& $0.461  \\pm  0.014$ & $0.019  \\pm  0.000$ & $0.778  \\pm  5.604$ & $0.997  \\pm  7.173$ & $2.100  \\pm  0.063$ & $0.690  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.221& $0.462  \\pm  0.014$ & $0.019  \\pm  0.000$ & $0.777  \\pm  5.605$ & $0.997  \\pm  7.184$ & $2.097  \\pm  0.063$ & $0.689  \\pm  0.017$ &0.004\\\\\\hline\r\n",
      "0.222& $0.464  \\pm  0.014$ & $0.019  \\pm  0.000$ & $0.776  \\pm  5.606$ & $0.997  \\pm  7.195$ & $2.094  \\pm  0.063$ & $0.688  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.223& $0.465  \\pm  0.014$ & $0.019  \\pm  0.000$ & $0.775  \\pm  5.607$ & $0.997  \\pm  7.205$ & $2.091  \\pm  0.062$ & $0.687  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.224& $0.466  \\pm  0.014$ & $0.019  \\pm  0.000$ & $0.774  \\pm  5.608$ & $0.997  \\pm  7.216$ & $2.088  \\pm  0.062$ & $0.686  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.225& $0.468  \\pm  0.014$ & $0.019  \\pm  0.000$ & $0.773  \\pm  5.609$ & $0.997  \\pm  7.227$ & $2.085  \\pm  0.062$ & $0.685  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.226& $0.469  \\pm  0.014$ & $0.019  \\pm  0.000$ & $0.772  \\pm  5.610$ & $0.997  \\pm  7.237$ & $2.082  \\pm  0.062$ & $0.685  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.227& $0.470  \\pm  0.014$ & $0.019  \\pm  0.000$ & $0.771  \\pm  5.611$ & $0.997  \\pm  7.248$ & $2.079  \\pm  0.061$ & $0.684  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.228& $0.472  \\pm  0.014$ & $0.019  \\pm  0.000$ & $0.770  \\pm  5.612$ & $0.997  \\pm  7.258$ & $2.076  \\pm  0.061$ & $0.683  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.229& $0.473  \\pm  0.014$ & $0.019  \\pm  0.000$ & $0.769  \\pm  5.613$ & $0.997  \\pm  7.269$ & $2.073  \\pm  0.061$ & $0.682  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.230& $0.474  \\pm  0.014$ & $0.019  \\pm  0.000$ & $0.768  \\pm  5.613$ & $0.997  \\pm  7.280$ & $2.070  \\pm  0.061$ & $0.681  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.231& $0.476  \\pm  0.014$ & $0.019  \\pm  0.000$ & $0.767  \\pm  5.614$ & $0.997  \\pm  7.290$ & $2.066  \\pm  0.060$ & $0.680  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.232& $0.477  \\pm  0.014$ & $0.019  \\pm  0.000$ & $0.766  \\pm  5.615$ & $0.997  \\pm  7.300$ & $2.063  \\pm  0.060$ & $0.679  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.233& $0.478  \\pm  0.014$ & $0.019  \\pm  0.000$ & $0.765  \\pm  5.615$ & $0.997  \\pm  7.311$ & $2.060  \\pm  0.060$ & $0.678  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.234& $0.480  \\pm  0.014$ & $0.019  \\pm  0.000$ & $0.764  \\pm  5.616$ & $0.997  \\pm  7.321$ & $2.057  \\pm  0.060$ & $0.678  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.235& $0.481  \\pm  0.014$ & $0.019  \\pm  0.000$ & $0.763  \\pm  5.617$ & $0.997  \\pm  7.332$ & $2.054  \\pm  0.059$ & $0.677  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.236& $0.482  \\pm  0.014$ & $0.019  \\pm  0.000$ & $0.762  \\pm  5.617$ & $0.997  \\pm  7.342$ & $2.051  \\pm  0.059$ & $0.676  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.237& $0.484  \\pm  0.014$ & $0.019  \\pm  0.000$ & $0.761  \\pm  5.618$ & $0.997  \\pm  7.352$ & $2.048  \\pm  0.059$ & $0.675  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.238& $0.485  \\pm  0.014$ & $0.019  \\pm  0.000$ & $0.760  \\pm  5.618$ & $0.997  \\pm  7.363$ & $2.045  \\pm  0.059$ & $0.674  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.239& $0.487  \\pm  0.014$ & $0.019  \\pm  0.000$ & $0.759  \\pm  5.619$ & $0.997  \\pm  7.373$ & $2.042  \\pm  0.058$ & $0.673  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.240& $0.488  \\pm  0.014$ & $0.019  \\pm  0.000$ & $0.758  \\pm  5.619$ & $0.997  \\pm  7.383$ & $2.039  \\pm  0.058$ & $0.672  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.241& $0.489  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.757  \\pm  5.619$ & $0.997  \\pm  7.393$ & $2.036  \\pm  0.058$ & $0.671  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.242& $0.491  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.756  \\pm  5.620$ & $0.997  \\pm  7.404$ & $2.033  \\pm  0.058$ & $0.671  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.243& $0.492  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.755  \\pm  5.620$ & $0.997  \\pm  7.414$ & $2.030  \\pm  0.057$ & $0.670  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.244& $0.493  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.754  \\pm  5.620$ & $0.997  \\pm  7.424$ & $2.027  \\pm  0.057$ & $0.669  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.245& $0.495  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.753  \\pm  5.620$ & $0.997  \\pm  7.434$ & $2.023  \\pm  0.057$ & $0.668  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.246& $0.496  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.752  \\pm  5.620$ & $0.997  \\pm  7.444$ & $2.020  \\pm  0.057$ & $0.667  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.247& $0.497  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.751  \\pm  5.620$ & $0.997  \\pm  7.454$ & $2.017  \\pm  0.056$ & $0.666  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.248& $0.499  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.750  \\pm  5.620$ & $0.997  \\pm  7.464$ & $2.014  \\pm  0.056$ & $0.665  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.249& $0.500  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.749  \\pm  5.620$ & $0.997  \\pm  7.474$ & $2.011  \\pm  0.056$ & $0.664  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.250& $0.501  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.748  \\pm  5.620$ & $0.997  \\pm  7.484$ & $2.008  \\pm  0.056$ & $0.664  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.251& $0.503  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.748  \\pm  5.620$ & $0.997  \\pm  7.494$ & $2.005  \\pm  0.055$ & $0.663  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.252& $0.505  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.746  \\pm  5.620$ & $0.997  \\pm  7.504$ & $1.999  \\pm  0.055$ & $0.661  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.253& $0.507  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.745  \\pm  5.620$ & $0.997  \\pm  7.514$ & $1.997  \\pm  0.055$ & $0.660  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.254& $0.508  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.744  \\pm  5.620$ & $0.997  \\pm  7.524$ & $1.995  \\pm  0.055$ & $0.659  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.255& $0.509  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.743  \\pm  5.619$ & $0.997  \\pm  7.533$ & $1.992  \\pm  0.055$ & $0.659  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.256& $0.510  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.742  \\pm  5.619$ & $0.997  \\pm  7.543$ & $1.990  \\pm  0.054$ & $0.658  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.257& $0.511  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.741  \\pm  5.619$ & $0.997  \\pm  7.553$ & $1.987  \\pm  0.054$ & $0.657  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.258& $0.513  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.740  \\pm  5.619$ & $0.997  \\pm  7.563$ & $1.985  \\pm  0.054$ & $0.656  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.259& $0.514  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.739  \\pm  5.618$ & $0.997  \\pm  7.573$ & $1.982  \\pm  0.054$ & $0.655  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.260& $0.515  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.738  \\pm  5.618$ & $0.997  \\pm  7.582$ & $1.980  \\pm  0.054$ & $0.655  \\pm  0.018$ &0.004\\\\\\hline\r\n",
      "0.261& $0.516  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.737  \\pm  5.617$ & $0.997  \\pm  7.592$ & $1.977  \\pm  0.053$ & $0.654  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.262& $0.517  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.736  \\pm  5.617$ & $0.997  \\pm  7.602$ & $1.975  \\pm  0.053$ & $0.653  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.263& $0.519  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.735  \\pm  5.616$ & $0.997  \\pm  7.611$ & $1.972  \\pm  0.053$ & $0.652  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.264& $0.520  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.735  \\pm  5.616$ & $0.997  \\pm  7.621$ & $1.970  \\pm  0.053$ & $0.651  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.265& $0.522  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.733  \\pm  5.615$ & $0.997  \\pm  7.630$ & $1.964  \\pm  0.052$ & $0.650  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.266& $0.523  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.732  \\pm  5.614$ & $0.997  \\pm  7.640$ & $1.962  \\pm  0.052$ & $0.649  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.267& $0.524  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.731  \\pm  5.614$ & $0.997  \\pm  7.649$ & $1.959  \\pm  0.052$ & $0.649  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.268& $0.525  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.730  \\pm  5.613$ & $0.997  \\pm  7.659$ & $1.956  \\pm  0.052$ & $0.648  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.269& $0.526  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.729  \\pm  5.612$ & $0.997  \\pm  7.669$ & $1.953  \\pm  0.052$ & $0.648  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.270& $0.527  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.728  \\pm  5.612$ & $0.997  \\pm  7.679$ & $1.950  \\pm  0.051$ & $0.647  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.271& $0.528  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.727  \\pm  5.611$ & $0.997  \\pm  7.688$ & $1.948  \\pm  0.051$ & $0.647  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.272& $0.529  \\pm  0.014$ & $0.018  \\pm  0.000$ & $0.726  \\pm  5.610$ & $0.997  \\pm  7.698$ & $1.945  \\pm  0.051$ & $0.646  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.273& $0.530  \\pm  0.014$ & $0.017  \\pm  0.000$ & $0.725  \\pm  5.610$ & $0.997  \\pm  7.707$ & $1.942  \\pm  0.051$ & $0.645  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.274& $0.531  \\pm  0.014$ & $0.017  \\pm  0.000$ & $0.724  \\pm  5.609$ & $0.997  \\pm  7.717$ & $1.939  \\pm  0.051$ & $0.645  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.275& $0.532  \\pm  0.014$ & $0.017  \\pm  0.000$ & $0.723  \\pm  5.608$ & $0.997  \\pm  7.727$ & $1.936  \\pm  0.050$ & $0.644  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.276& $0.533  \\pm  0.014$ & $0.017  \\pm  0.000$ & $0.722  \\pm  5.607$ & $0.997  \\pm  7.736$ & $1.934  \\pm  0.050$ & $0.644  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.277& $0.534  \\pm  0.014$ & $0.017  \\pm  0.000$ & $0.721  \\pm  5.607$ & $0.997  \\pm  7.746$ & $1.931  \\pm  0.050$ & $0.643  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.278& $0.535  \\pm  0.014$ & $0.017  \\pm  0.000$ & $0.720  \\pm  5.606$ & $0.997  \\pm  7.756$ & $1.928  \\pm  0.050$ & $0.642  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.279& $0.536  \\pm  0.014$ & $0.017  \\pm  0.000$ & $0.719  \\pm  5.605$ & $0.997  \\pm  7.765$ & $1.925  \\pm  0.050$ & $0.642  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.280& $0.538  \\pm  0.014$ & $0.017  \\pm  0.000$ & $0.718  \\pm  5.604$ & $0.997  \\pm  7.775$ & $1.923  \\pm  0.050$ & $0.641  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.281& $0.539  \\pm  0.014$ & $0.017  \\pm  0.000$ & $0.717  \\pm  5.603$ & $0.997  \\pm  7.784$ & $1.920  \\pm  0.049$ & $0.641  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.282& $0.540  \\pm  0.014$ & $0.017  \\pm  0.000$ & $0.716  \\pm  5.602$ & $0.997  \\pm  7.794$ & $1.917  \\pm  0.049$ & $0.640  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.283& $0.541  \\pm  0.014$ & $0.017  \\pm  0.000$ & $0.715  \\pm  5.601$ & $0.997  \\pm  7.804$ & $1.914  \\pm  0.049$ & $0.639  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.284& $0.542  \\pm  0.014$ & $0.017  \\pm  0.000$ & $0.714  \\pm  5.600$ & $0.997  \\pm  7.813$ & $1.911  \\pm  0.049$ & $0.639  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.285& $0.543  \\pm  0.013$ & $0.017  \\pm  0.000$ & $0.713  \\pm  5.599$ & $0.997  \\pm  7.823$ & $1.909  \\pm  0.049$ & $0.638  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.286& $0.544  \\pm  0.013$ & $0.017  \\pm  0.000$ & $0.712  \\pm  5.598$ & $0.997  \\pm  7.832$ & $1.906  \\pm  0.048$ & $0.638  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.287& $0.545  \\pm  0.013$ & $0.017  \\pm  0.000$ & $0.711  \\pm  5.597$ & $0.997  \\pm  7.842$ & $1.903  \\pm  0.048$ & $0.637  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.288& $0.546  \\pm  0.013$ & $0.017  \\pm  0.000$ & $0.710  \\pm  5.596$ & $0.997  \\pm  7.851$ & $1.900  \\pm  0.048$ & $0.637  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.289& $0.547  \\pm  0.013$ & $0.017  \\pm  0.000$ & $0.709  \\pm  5.595$ & $0.997  \\pm  7.861$ & $1.897  \\pm  0.048$ & $0.636  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.290& $0.548  \\pm  0.013$ & $0.017  \\pm  0.000$ & $0.708  \\pm  5.594$ & $0.997  \\pm  7.870$ & $1.895  \\pm  0.048$ & $0.635  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.291& $0.549  \\pm  0.013$ & $0.017  \\pm  0.000$ & $0.707  \\pm  5.593$ & $0.997  \\pm  7.880$ & $1.892  \\pm  0.048$ & $0.635  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.292& $0.550  \\pm  0.013$ & $0.017  \\pm  0.000$ & $0.706  \\pm  5.592$ & $0.997  \\pm  7.890$ & $1.889  \\pm  0.047$ & $0.634  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.293& $0.551  \\pm  0.013$ & $0.017  \\pm  0.000$ & $0.705  \\pm  5.590$ & $0.997  \\pm  7.899$ & $1.886  \\pm  0.047$ & $0.634  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.294& $0.552  \\pm  0.013$ & $0.017  \\pm  0.000$ & $0.704  \\pm  5.589$ & $0.997  \\pm  7.909$ & $1.883  \\pm  0.047$ & $0.633  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.295& $0.553  \\pm  0.013$ & $0.017  \\pm  0.000$ & $0.703  \\pm  5.588$ & $0.997  \\pm  7.918$ & $1.881  \\pm  0.047$ & $0.632  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.296& $0.554  \\pm  0.013$ & $0.017  \\pm  0.000$ & $0.702  \\pm  5.587$ & $0.997  \\pm  7.927$ & $1.878  \\pm  0.047$ & $0.632  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.297& $0.555  \\pm  0.013$ & $0.017  \\pm  0.000$ & $0.701  \\pm  5.585$ & $0.997  \\pm  7.937$ & $1.875  \\pm  0.047$ & $0.631  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.298& $0.556  \\pm  0.013$ & $0.017  \\pm  0.000$ & $0.701  \\pm  5.584$ & $0.997  \\pm  7.946$ & $1.872  \\pm  0.046$ & $0.631  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.299& $0.557  \\pm  0.013$ & $0.017  \\pm  0.000$ & $0.700  \\pm  5.583$ & $0.997  \\pm  7.956$ & $1.870  \\pm  0.046$ & $0.630  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.300& $0.558  \\pm  0.013$ & $0.017  \\pm  0.000$ & $0.699  \\pm  5.581$ & $0.997  \\pm  7.965$ & $1.867  \\pm  0.046$ & $0.630  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.301& $0.559  \\pm  0.013$ & $0.017  \\pm  0.000$ & $0.698  \\pm  5.580$ & $0.997  \\pm  7.975$ & $1.864  \\pm  0.046$ & $0.629  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.302& $0.560  \\pm  0.013$ & $0.017  \\pm  0.000$ & $0.697  \\pm  5.579$ & $0.997  \\pm  7.984$ & $1.861  \\pm  0.046$ & $0.628  \\pm  0.019$ &0.004\\\\\\hline\r\n",
      "0.303& $0.561  \\pm  0.013$ & $0.017  \\pm  0.000$ & $0.696  \\pm  5.577$ & $0.997  \\pm  7.994$ & $1.858  \\pm  0.046$ & $0.628  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.304& $0.562  \\pm  0.013$ & $0.017  \\pm  0.000$ & $0.695  \\pm  5.576$ & $0.997  \\pm  8.003$ & $1.856  \\pm  0.045$ & $0.627  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.305& $0.563  \\pm  0.013$ & $0.017  \\pm  0.000$ & $0.694  \\pm  5.574$ & $0.997  \\pm  8.012$ & $1.853  \\pm  0.045$ & $0.627  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.306& $0.565  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.693  \\pm  5.573$ & $0.997  \\pm  8.022$ & $1.850  \\pm  0.045$ & $0.626  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.307& $0.566  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.692  \\pm  5.571$ & $0.997  \\pm  8.031$ & $1.847  \\pm  0.045$ & $0.625  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.308& $0.567  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.691  \\pm  5.570$ & $0.997  \\pm  8.041$ & $1.844  \\pm  0.045$ & $0.625  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.309& $0.568  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.690  \\pm  5.568$ & $0.997  \\pm  8.050$ & $1.842  \\pm  0.045$ & $0.624  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.310& $0.569  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.689  \\pm  5.566$ & $0.997  \\pm  8.059$ & $1.839  \\pm  0.044$ & $0.624  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.311& $0.570  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.688  \\pm  5.565$ & $0.997  \\pm  8.069$ & $1.836  \\pm  0.044$ & $0.623  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.312& $0.571  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.687  \\pm  5.563$ & $0.997  \\pm  8.078$ & $1.833  \\pm  0.044$ & $0.622  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.313& $0.572  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.686  \\pm  5.561$ & $0.997  \\pm  8.087$ & $1.830  \\pm  0.044$ & $0.622  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.314& $0.573  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.685  \\pm  5.560$ & $0.997  \\pm  8.097$ & $1.828  \\pm  0.044$ & $0.621  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.315& $0.574  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.684  \\pm  5.558$ & $0.997  \\pm  8.106$ & $1.825  \\pm  0.044$ & $0.621  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.316& $0.575  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.683  \\pm  5.556$ & $0.997  \\pm  8.115$ & $1.822  \\pm  0.043$ & $0.620  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.317& $0.576  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.682  \\pm  5.554$ & $0.997  \\pm  8.125$ & $1.819  \\pm  0.043$ & $0.620  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.318& $0.577  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.681  \\pm  5.553$ & $0.997  \\pm  8.134$ & $1.817  \\pm  0.043$ & $0.619  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.319& $0.578  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.680  \\pm  5.551$ & $0.997  \\pm  8.143$ & $1.814  \\pm  0.043$ & $0.618  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.320& $0.579  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.679  \\pm  5.549$ & $0.997  \\pm  8.153$ & $1.811  \\pm  0.043$ & $0.618  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.321& $0.581  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.677  \\pm  5.545$ & $0.997  \\pm  8.159$ & $1.806  \\pm  0.043$ & $0.617  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.322& $0.582  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.676  \\pm  5.543$ & $0.997  \\pm  8.168$ & $1.804  \\pm  0.043$ & $0.616  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.323& $0.583  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.675  \\pm  5.541$ & $0.997  \\pm  8.178$ & $1.803  \\pm  0.042$ & $0.615  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.324& $0.584  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.674  \\pm  5.539$ & $0.997  \\pm  8.187$ & $1.801  \\pm  0.042$ & $0.614  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.325& $0.585  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.673  \\pm  5.537$ & $0.997  \\pm  8.196$ & $1.799  \\pm  0.042$ & $0.614  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.326& $0.586  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.672  \\pm  5.536$ & $0.997  \\pm  8.206$ & $1.797  \\pm  0.042$ & $0.613  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.327& $0.587  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.671  \\pm  5.534$ & $0.997  \\pm  8.215$ & $1.795  \\pm  0.042$ & $0.612  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.328& $0.588  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.670  \\pm  5.531$ & $0.997  \\pm  8.224$ & $1.793  \\pm  0.042$ & $0.612  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.329& $0.589  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.669  \\pm  5.529$ & $0.997  \\pm  8.233$ & $1.792  \\pm  0.042$ & $0.611  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.330& $0.590  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.668  \\pm  5.527$ & $0.997  \\pm  8.243$ & $1.790  \\pm  0.041$ & $0.610  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.331& $0.591  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.667  \\pm  5.525$ & $0.997  \\pm  8.252$ & $1.788  \\pm  0.041$ & $0.610  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.332& $0.592  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.666  \\pm  5.523$ & $0.997  \\pm  8.261$ & $1.786  \\pm  0.041$ & $0.609  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.333& $0.593  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.665  \\pm  5.521$ & $0.997  \\pm  8.270$ & $1.784  \\pm  0.041$ & $0.608  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.334& $0.594  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.664  \\pm  5.519$ & $0.997  \\pm  8.280$ & $1.782  \\pm  0.041$ & $0.608  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.335& $0.595  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.663  \\pm  5.517$ & $0.997  \\pm  8.289$ & $1.781  \\pm  0.041$ & $0.607  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.336& $0.596  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.662  \\pm  5.515$ & $0.997  \\pm  8.298$ & $1.779  \\pm  0.041$ & $0.606  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.337& $0.597  \\pm  0.013$ & $0.016  \\pm  0.000$ & $0.661  \\pm  5.512$ & $0.997  \\pm  8.307$ & $1.777  \\pm  0.040$ & $0.606  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.338& $0.598  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.660  \\pm  5.510$ & $0.997  \\pm  8.316$ & $1.775  \\pm  0.040$ & $0.605  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.339& $0.599  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.659  \\pm  5.508$ & $0.997  \\pm  8.326$ & $1.773  \\pm  0.040$ & $0.604  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.340& $0.600  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.658  \\pm  5.505$ & $0.997  \\pm  8.335$ & $1.771  \\pm  0.040$ & $0.604  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.341& $0.601  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.657  \\pm  5.503$ & $0.997  \\pm  8.344$ & $1.770  \\pm  0.040$ & $0.603  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.342& $0.602  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.656  \\pm  5.501$ & $0.997  \\pm  8.353$ & $1.768  \\pm  0.040$ & $0.602  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.343& $0.603  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.656  \\pm  5.498$ & $0.997  \\pm  8.362$ & $1.766  \\pm  0.040$ & $0.601  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.344& $0.604  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.655  \\pm  5.496$ & $0.997  \\pm  8.371$ & $1.764  \\pm  0.039$ & $0.601  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.345& $0.605  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.654  \\pm  5.494$ & $0.997  \\pm  8.381$ & $1.762  \\pm  0.039$ & $0.600  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.346& $0.606  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.653  \\pm  5.491$ & $0.997  \\pm  8.390$ & $1.760  \\pm  0.039$ & $0.599  \\pm  0.020$ &0.004\\\\\\hline\r\n",
      "0.347& $0.607  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.652  \\pm  5.489$ & $0.997  \\pm  8.399$ & $1.759  \\pm  0.039$ & $0.599  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.348& $0.608  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.651  \\pm  5.486$ & $0.997  \\pm  8.408$ & $1.757  \\pm  0.039$ & $0.598  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.349& $0.609  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.650  \\pm  5.484$ & $0.997  \\pm  8.417$ & $1.755  \\pm  0.039$ & $0.597  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.350& $0.610  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.649  \\pm  5.481$ & $0.997  \\pm  8.426$ & $1.753  \\pm  0.039$ & $0.597  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.351& $0.611  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.648  \\pm  5.479$ & $0.997  \\pm  8.435$ & $1.751  \\pm  0.039$ & $0.596  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.352& $0.612  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.647  \\pm  5.476$ & $0.997  \\pm  8.444$ & $1.749  \\pm  0.038$ & $0.595  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.353& $0.613  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.646  \\pm  5.473$ & $0.997  \\pm  8.453$ & $1.747  \\pm  0.038$ & $0.595  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.354& $0.614  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.645  \\pm  5.471$ & $0.997  \\pm  8.462$ & $1.746  \\pm  0.038$ & $0.594  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.355& $0.615  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.644  \\pm  5.468$ & $0.997  \\pm  8.471$ & $1.744  \\pm  0.038$ & $0.593  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.356& $0.616  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.643  \\pm  5.465$ & $0.997  \\pm  8.480$ & $1.742  \\pm  0.038$ & $0.593  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.357& $0.617  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.642  \\pm  5.463$ & $0.997  \\pm  8.489$ & $1.740  \\pm  0.038$ & $0.592  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.358& $0.618  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.641  \\pm  5.460$ & $0.997  \\pm  8.498$ & $1.738  \\pm  0.038$ & $0.591  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.359& $0.619  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.640  \\pm  5.457$ & $0.997  \\pm  8.507$ & $1.736  \\pm  0.038$ & $0.591  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.360& $0.620  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.639  \\pm  5.454$ & $0.997  \\pm  8.516$ & $1.735  \\pm  0.037$ & $0.590  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.361& $0.621  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.638  \\pm  5.452$ & $0.997  \\pm  8.525$ & $1.733  \\pm  0.037$ & $0.589  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.362& $0.622  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.637  \\pm  5.449$ & $0.997  \\pm  8.534$ & $1.731  \\pm  0.037$ & $0.589  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.363& $0.623  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.636  \\pm  5.446$ & $0.997  \\pm  8.543$ & $1.729  \\pm  0.037$ & $0.588  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.364& $0.624  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.635  \\pm  5.443$ & $0.997  \\pm  8.552$ & $1.727  \\pm  0.037$ & $0.587  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.365& $0.625  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.634  \\pm  5.440$ & $0.997  \\pm  8.561$ & $1.725  \\pm  0.037$ & $0.586  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.366& $0.626  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.633  \\pm  5.437$ & $0.997  \\pm  8.570$ & $1.724  \\pm  0.037$ & $0.586  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.367& $0.627  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.632  \\pm  5.434$ & $0.997  \\pm  8.579$ & $1.722  \\pm  0.037$ & $0.585  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.368& $0.628  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.631  \\pm  5.431$ & $0.997  \\pm  8.588$ & $1.720  \\pm  0.036$ & $0.584  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.369& $0.629  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.630  \\pm  5.428$ & $0.997  \\pm  8.597$ & $1.718  \\pm  0.036$ & $0.584  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.370& $0.630  \\pm  0.013$ & $0.015  \\pm  0.000$ & $0.629  \\pm  5.425$ & $0.997  \\pm  8.606$ & $1.716  \\pm  0.036$ & $0.583  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.371& $0.631  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.628  \\pm  5.422$ & $0.997  \\pm  8.615$ & $1.714  \\pm  0.036$ & $0.582  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.372& $0.632  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.627  \\pm  5.419$ & $0.997  \\pm  8.623$ & $1.713  \\pm  0.036$ & $0.582  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.373& $0.633  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.626  \\pm  5.416$ & $0.997  \\pm  8.632$ & $1.711  \\pm  0.036$ & $0.581  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.374& $0.634  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.625  \\pm  5.413$ & $0.997  \\pm  8.641$ & $1.709  \\pm  0.036$ & $0.580  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.375& $0.635  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.624  \\pm  5.410$ & $0.997  \\pm  8.650$ & $1.707  \\pm  0.036$ & $0.580  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.376& $0.636  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.623  \\pm  5.406$ & $0.997  \\pm  8.659$ & $1.705  \\pm  0.035$ & $0.579  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.377& $0.637  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.622  \\pm  5.403$ & $0.997  \\pm  8.667$ & $1.703  \\pm  0.035$ & $0.578  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.378& $0.638  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.621  \\pm  5.400$ & $0.997  \\pm  8.676$ & $1.702  \\pm  0.035$ & $0.578  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.379& $0.639  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.620  \\pm  5.397$ & $0.997  \\pm  8.685$ & $1.700  \\pm  0.035$ & $0.577  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.380& $0.640  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.619  \\pm  5.393$ & $0.997  \\pm  8.694$ & $1.698  \\pm  0.035$ & $0.576  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.381& $0.641  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.618  \\pm  5.390$ & $0.997  \\pm  8.703$ & $1.696  \\pm  0.035$ & $0.576  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.382& $0.642  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.617  \\pm  5.387$ & $0.997  \\pm  8.711$ & $1.694  \\pm  0.035$ & $0.575  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.383& $0.643  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.616  \\pm  5.383$ & $0.997  \\pm  8.720$ & $1.692  \\pm  0.035$ & $0.574  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.384& $0.644  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.615  \\pm  5.380$ & $0.997  \\pm  8.729$ & $1.691  \\pm  0.035$ & $0.573  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.385& $0.645  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.614  \\pm  5.377$ & $0.997  \\pm  8.737$ & $1.689  \\pm  0.034$ & $0.573  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.386& $0.646  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.613  \\pm  5.373$ & $0.997  \\pm  8.746$ & $1.687  \\pm  0.034$ & $0.572  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.387& $0.647  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.612  \\pm  5.370$ & $0.997  \\pm  8.755$ & $1.685  \\pm  0.034$ & $0.571  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.388& $0.648  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.611  \\pm  5.366$ & $0.997  \\pm  8.763$ & $1.683  \\pm  0.034$ & $0.571  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.389& $0.649  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.610  \\pm  5.363$ & $0.997  \\pm  8.772$ & $1.681  \\pm  0.034$ & $0.570  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.390& $0.650  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.609  \\pm  5.359$ & $0.997  \\pm  8.781$ & $1.679  \\pm  0.034$ & $0.569  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.391& $0.651  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.608  \\pm  5.356$ & $0.997  \\pm  8.789$ & $1.678  \\pm  0.034$ & $0.569  \\pm  0.021$ &0.004\\\\\\hline\r\n",
      "0.392& $0.652  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.607  \\pm  5.352$ & $0.997  \\pm  8.798$ & $1.676  \\pm  0.034$ & $0.568  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.393& $0.653  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.606  \\pm  5.348$ & $0.997  \\pm  8.806$ & $1.674  \\pm  0.034$ & $0.567  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.394& $0.654  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.605  \\pm  5.345$ & $0.997  \\pm  8.815$ & $1.672  \\pm  0.033$ & $0.567  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.395& $0.655  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.604  \\pm  5.341$ & $0.997  \\pm  8.824$ & $1.670  \\pm  0.033$ & $0.566  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.396& $0.656  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.603  \\pm  5.337$ & $0.997  \\pm  8.832$ & $1.668  \\pm  0.033$ & $0.565  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.397& $0.657  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.602  \\pm  5.334$ & $0.997  \\pm  8.841$ & $1.667  \\pm  0.033$ & $0.565  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.398& $0.658  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.601  \\pm  5.330$ & $0.997  \\pm  8.849$ & $1.665  \\pm  0.033$ & $0.564  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.399& $0.659  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.600  \\pm  5.326$ & $0.997  \\pm  8.858$ & $1.663  \\pm  0.033$ & $0.563  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.400& $0.660  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.599  \\pm  5.322$ & $0.997  \\pm  8.866$ & $1.661  \\pm  0.033$ & $0.563  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.401& $0.661  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.599  \\pm  5.318$ & $0.997  \\pm  8.875$ & $1.659  \\pm  0.033$ & $0.562  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.402& $0.662  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.598  \\pm  5.315$ & $0.997  \\pm  8.883$ & $1.657  \\pm  0.033$ & $0.561  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.403& $0.663  \\pm  0.013$ & $0.014  \\pm  0.000$ & $0.597  \\pm  5.311$ & $0.997  \\pm  8.891$ & $1.656  \\pm  0.032$ & $0.561  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.404& $0.664  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.596  \\pm  5.307$ & $0.997  \\pm  8.900$ & $1.654  \\pm  0.032$ & $0.560  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.405& $0.665  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.595  \\pm  5.303$ & $0.997  \\pm  8.908$ & $1.652  \\pm  0.032$ & $0.559  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.406& $0.666  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.594  \\pm  5.299$ & $0.997  \\pm  8.917$ & $1.650  \\pm  0.032$ & $0.558  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.407& $0.667  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.593  \\pm  5.295$ & $0.997  \\pm  8.925$ & $1.648  \\pm  0.032$ & $0.558  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.408& $0.668  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.592  \\pm  5.291$ & $0.997  \\pm  8.933$ & $1.646  \\pm  0.032$ & $0.557  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.409& $0.669  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.591  \\pm  5.287$ & $0.997  \\pm  8.942$ & $1.645  \\pm  0.032$ & $0.556  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.410& $0.670  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.590  \\pm  5.283$ & $0.997  \\pm  8.950$ & $1.643  \\pm  0.032$ & $0.556  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.411& $0.671  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.589  \\pm  5.279$ & $0.997  \\pm  8.958$ & $1.641  \\pm  0.032$ & $0.555  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.412& $0.672  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.588  \\pm  5.274$ & $0.997  \\pm  8.966$ & $1.639  \\pm  0.032$ & $0.554  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.413& $0.673  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.587  \\pm  5.270$ & $0.997  \\pm  8.975$ & $1.637  \\pm  0.031$ & $0.554  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.414& $0.674  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.586  \\pm  5.266$ & $0.997  \\pm  8.983$ & $1.635  \\pm  0.031$ & $0.553  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.415& $0.675  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.585  \\pm  5.262$ & $0.997  \\pm  8.991$ & $1.634  \\pm  0.031$ & $0.552  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.416& $0.676  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.584  \\pm  5.258$ & $0.997  \\pm  8.999$ & $1.632  \\pm  0.031$ & $0.552  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.417& $0.677  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.583  \\pm  5.253$ & $0.997  \\pm  9.008$ & $1.630  \\pm  0.031$ & $0.551  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.418& $0.678  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.582  \\pm  5.249$ & $0.997  \\pm  9.016$ & $1.628  \\pm  0.031$ & $0.550  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.419& $0.679  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.581  \\pm  5.245$ & $0.997  \\pm  9.024$ & $1.626  \\pm  0.031$ & $0.550  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.420& $0.680  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.580  \\pm  5.240$ & $0.997  \\pm  9.032$ & $1.624  \\pm  0.031$ & $0.549  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.421& $0.681  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.579  \\pm  5.236$ & $0.997  \\pm  9.040$ & $1.623  \\pm  0.031$ & $0.548  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.422& $0.682  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.578  \\pm  5.232$ & $0.997  \\pm  9.048$ & $1.621  \\pm  0.030$ & $0.548  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.423& $0.683  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.577  \\pm  5.227$ & $0.997  \\pm  9.056$ & $1.619  \\pm  0.030$ & $0.547  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.424& $0.684  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.576  \\pm  5.223$ & $0.997  \\pm  9.064$ & $1.617  \\pm  0.030$ & $0.546  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.425& $0.685  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.575  \\pm  5.218$ & $0.997  \\pm  9.072$ & $1.615  \\pm  0.030$ & $0.545  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.426& $0.686  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.574  \\pm  5.214$ & $0.997  \\pm  9.080$ & $1.613  \\pm  0.030$ & $0.545  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.427& $0.687  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.573  \\pm  5.209$ & $0.997  \\pm  9.088$ & $1.611  \\pm  0.030$ & $0.544  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.428& $0.688  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.572  \\pm  5.205$ & $0.997  \\pm  9.096$ & $1.610  \\pm  0.030$ & $0.543  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.429& $0.689  \\pm  0.013$ & $0.013  \\pm  0.000$ & $0.571  \\pm  5.200$ & $0.997  \\pm  9.104$ & $1.608  \\pm  0.030$ & $0.543  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.430& $0.691  \\pm  0.012$ & $0.013  \\pm  0.000$ & $0.569  \\pm  5.191$ & $0.997  \\pm  9.104$ & $1.605  \\pm  0.030$ & $0.541  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.431& $0.692  \\pm  0.012$ & $0.013  \\pm  0.000$ & $0.568  \\pm  5.187$ & $0.997  \\pm  9.113$ & $1.604  \\pm  0.030$ & $0.540  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.432& $0.693  \\pm  0.012$ & $0.013  \\pm  0.000$ & $0.567  \\pm  5.182$ & $0.997  \\pm  9.121$ & $1.602  \\pm  0.029$ & $0.539  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.433& $0.694  \\pm  0.012$ & $0.013  \\pm  0.000$ & $0.566  \\pm  5.178$ & $0.997  \\pm  9.129$ & $1.601  \\pm  0.029$ & $0.539  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.434& $0.695  \\pm  0.012$ & $0.013  \\pm  0.000$ & $0.565  \\pm  5.173$ & $0.997  \\pm  9.137$ & $1.600  \\pm  0.029$ & $0.538  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.435& $0.696  \\pm  0.012$ & $0.013  \\pm  0.000$ & $0.564  \\pm  5.169$ & $0.997  \\pm  9.145$ & $1.599  \\pm  0.029$ & $0.537  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.436& $0.697  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.563  \\pm  5.164$ & $0.997  \\pm  9.154$ & $1.597  \\pm  0.029$ & $0.536  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.437& $0.698  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.562  \\pm  5.159$ & $0.997  \\pm  9.162$ & $1.596  \\pm  0.029$ & $0.535  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.438& $0.699  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.561  \\pm  5.155$ & $0.997  \\pm  9.170$ & $1.595  \\pm  0.029$ & $0.534  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.439& $0.700  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.560  \\pm  5.150$ & $0.997  \\pm  9.178$ & $1.594  \\pm  0.029$ & $0.533  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.440& $0.701  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.559  \\pm  5.145$ & $0.997  \\pm  9.186$ & $1.593  \\pm  0.029$ & $0.532  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.441& $0.702  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.558  \\pm  5.141$ & $0.997  \\pm  9.194$ & $1.591  \\pm  0.029$ & $0.532  \\pm  0.022$ &0.004\\\\\\hline\r\n",
      "0.442& $0.703  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.557  \\pm  5.136$ & $0.997  \\pm  9.202$ & $1.590  \\pm  0.029$ & $0.531  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.443& $0.704  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.556  \\pm  5.131$ & $0.997  \\pm  9.210$ & $1.589  \\pm  0.028$ & $0.530  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.444& $0.704  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.555  \\pm  5.126$ & $0.997  \\pm  9.218$ & $1.588  \\pm  0.028$ & $0.529  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.445& $0.705  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.554  \\pm  5.122$ & $0.997  \\pm  9.226$ & $1.586  \\pm  0.028$ & $0.528  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.446& $0.706  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.553  \\pm  5.117$ & $0.997  \\pm  9.234$ & $1.585  \\pm  0.028$ & $0.527  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.447& $0.707  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.552  \\pm  5.112$ & $0.997  \\pm  9.242$ & $1.584  \\pm  0.028$ & $0.526  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.448& $0.708  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.551  \\pm  5.107$ & $0.997  \\pm  9.250$ & $1.583  \\pm  0.028$ & $0.526  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.449& $0.709  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.550  \\pm  5.102$ & $0.997  \\pm  9.258$ & $1.582  \\pm  0.028$ & $0.525  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.450& $0.710  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.549  \\pm  5.097$ & $0.997  \\pm  9.266$ & $1.580  \\pm  0.028$ & $0.524  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.451& $0.711  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.548  \\pm  5.092$ & $0.997  \\pm  9.274$ & $1.579  \\pm  0.028$ & $0.523  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.452& $0.712  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.547  \\pm  5.087$ & $0.997  \\pm  9.282$ & $1.578  \\pm  0.028$ & $0.522  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.453& $0.713  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.546  \\pm  5.082$ & $0.997  \\pm  9.290$ & $1.577  \\pm  0.028$ & $0.521  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.454& $0.714  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.545  \\pm  5.077$ & $0.997  \\pm  9.297$ & $1.576  \\pm  0.027$ & $0.520  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.455& $0.715  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.545  \\pm  5.072$ & $0.997  \\pm  9.305$ & $1.574  \\pm  0.027$ & $0.519  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.456& $0.716  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.544  \\pm  5.067$ & $0.997  \\pm  9.313$ & $1.573  \\pm  0.027$ & $0.519  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.457& $0.717  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.543  \\pm  5.062$ & $0.997  \\pm  9.321$ & $1.572  \\pm  0.027$ & $0.518  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.458& $0.718  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.542  \\pm  5.057$ & $0.997  \\pm  9.328$ & $1.571  \\pm  0.027$ & $0.517  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.459& $0.719  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.541  \\pm  5.051$ & $0.997  \\pm  9.336$ & $1.569  \\pm  0.027$ & $0.516  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.460& $0.720  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.540  \\pm  5.046$ & $0.997  \\pm  9.344$ & $1.568  \\pm  0.027$ & $0.515  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.461& $0.721  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.539  \\pm  5.041$ & $0.997  \\pm  9.352$ & $1.567  \\pm  0.027$ & $0.514  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.462& $0.722  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.538  \\pm  5.036$ & $0.997  \\pm  9.359$ & $1.566  \\pm  0.027$ & $0.513  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.463& $0.723  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.537  \\pm  5.030$ & $0.997  \\pm  9.367$ & $1.565  \\pm  0.027$ & $0.513  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.464& $0.723  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.536  \\pm  5.025$ & $0.997  \\pm  9.374$ & $1.563  \\pm  0.027$ & $0.512  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.465& $0.724  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.535  \\pm  5.020$ & $0.997  \\pm  9.382$ & $1.562  \\pm  0.026$ & $0.511  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.466& $0.725  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.534  \\pm  5.014$ & $0.997  \\pm  9.389$ & $1.561  \\pm  0.026$ & $0.510  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.467& $0.726  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.533  \\pm  5.009$ & $0.997  \\pm  9.397$ & $1.560  \\pm  0.026$ & $0.509  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.468& $0.727  \\pm  0.012$ & $0.012  \\pm  0.000$ & $0.532  \\pm  5.003$ & $0.997  \\pm  9.404$ & $1.558  \\pm  0.026$ & $0.508  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.469& $0.728  \\pm  0.012$ & $0.011  \\pm  0.000$ & $0.531  \\pm  4.998$ & $0.997  \\pm  9.412$ & $1.557  \\pm  0.026$ & $0.507  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.470& $0.729  \\pm  0.012$ & $0.011  \\pm  0.000$ & $0.530  \\pm  4.992$ & $0.997  \\pm  9.419$ & $1.556  \\pm  0.026$ & $0.506  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.471& $0.730  \\pm  0.012$ & $0.011  \\pm  0.000$ & $0.529  \\pm  4.987$ & $0.997  \\pm  9.427$ & $1.555  \\pm  0.026$ & $0.506  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.472& $0.731  \\pm  0.012$ & $0.011  \\pm  0.000$ & $0.528  \\pm  4.981$ & $0.997  \\pm  9.434$ & $1.554  \\pm  0.026$ & $0.505  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.473& $0.732  \\pm  0.012$ & $0.011  \\pm  0.000$ & $0.527  \\pm  4.976$ & $0.997  \\pm  9.441$ & $1.552  \\pm  0.026$ & $0.504  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.474& $0.733  \\pm  0.012$ & $0.011  \\pm  0.000$ & $0.526  \\pm  4.970$ & $0.997  \\pm  9.449$ & $1.551  \\pm  0.026$ & $0.503  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.475& $0.734  \\pm  0.012$ & $0.011  \\pm  0.000$ & $0.525  \\pm  4.964$ & $0.997  \\pm  9.456$ & $1.550  \\pm  0.026$ & $0.502  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.476& $0.735  \\pm  0.012$ & $0.011  \\pm  0.000$ & $0.524  \\pm  4.959$ & $0.997  \\pm  9.463$ & $1.549  \\pm  0.026$ & $0.501  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.477& $0.736  \\pm  0.012$ & $0.011  \\pm  0.000$ & $0.523  \\pm  4.953$ & $0.997  \\pm  9.471$ & $1.547  \\pm  0.025$ & $0.500  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.478& $0.737  \\pm  0.012$ & $0.011  \\pm  0.000$ & $0.522  \\pm  4.947$ & $0.997  \\pm  9.478$ & $1.546  \\pm  0.025$ & $0.499  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.479& $0.738  \\pm  0.012$ & $0.011  \\pm  0.000$ & $0.521  \\pm  4.942$ & $0.997  \\pm  9.485$ & $1.545  \\pm  0.025$ & $0.499  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.480& $0.739  \\pm  0.012$ & $0.011  \\pm  0.000$ & $0.520  \\pm  4.936$ & $0.998  \\pm  9.492$ & $1.544  \\pm  0.025$ & $0.498  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.481& $0.740  \\pm  0.012$ & $0.011  \\pm  0.000$ & $0.519  \\pm  4.930$ & $0.998  \\pm  9.499$ & $1.543  \\pm  0.025$ & $0.497  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.482& $0.741  \\pm  0.012$ & $0.011  \\pm  0.000$ & $0.518  \\pm  4.924$ & $0.998  \\pm  9.506$ & $1.541  \\pm  0.025$ & $0.496  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.483& $0.741  \\pm  0.012$ & $0.011  \\pm  0.000$ & $0.517  \\pm  4.918$ & $0.998  \\pm  9.513$ & $1.540  \\pm  0.025$ & $0.495  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.484& $0.742  \\pm  0.012$ & $0.011  \\pm  0.000$ & $0.516  \\pm  4.912$ & $0.998  \\pm  9.521$ & $1.539  \\pm  0.025$ & $0.494  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.485& $0.743  \\pm  0.012$ & $0.011  \\pm  0.000$ & $0.515  \\pm  4.906$ & $0.998  \\pm  9.528$ & $1.538  \\pm  0.025$ & $0.493  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.486& $0.744  \\pm  0.012$ & $0.011  \\pm  0.000$ & $0.514  \\pm  4.900$ & $0.998  \\pm  9.534$ & $1.537  \\pm  0.025$ & $0.493  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.487& $0.745  \\pm  0.012$ & $0.011  \\pm  9.968$ & $0.513  \\pm  4.894$ & $0.998  \\pm  9.541$ & $1.535  \\pm  0.025$ & $0.492  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.488& $0.746  \\pm  0.012$ & $0.011  \\pm  9.935$ & $0.512  \\pm  4.888$ & $0.998  \\pm  9.548$ & $1.534  \\pm  0.025$ & $0.491  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.489& $0.747  \\pm  0.012$ & $0.011  \\pm  9.903$ & $0.511  \\pm  4.882$ & $0.998  \\pm  9.555$ & $1.533  \\pm  0.024$ & $0.490  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.490& $0.748  \\pm  0.012$ & $0.011  \\pm  9.870$ & $0.510  \\pm  4.876$ & $0.998  \\pm  9.562$ & $1.532  \\pm  0.024$ & $0.489  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.491& $0.749  \\pm  0.012$ & $0.011  \\pm  9.838$ & $0.509  \\pm  4.870$ & $0.998  \\pm  9.569$ & $1.530  \\pm  0.024$ & $0.488  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.492& $0.750  \\pm  0.012$ & $0.011  \\pm  9.806$ & $0.508  \\pm  4.864$ & $0.998  \\pm  9.576$ & $1.529  \\pm  0.024$ & $0.487  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.493& $0.751  \\pm  0.012$ & $0.011  \\pm  9.773$ & $0.507  \\pm  4.858$ & $0.998  \\pm  9.582$ & $1.528  \\pm  0.024$ & $0.486  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.494& $0.752  \\pm  0.012$ & $0.011  \\pm  9.741$ & $0.506  \\pm  4.851$ & $0.998  \\pm  9.589$ & $1.527  \\pm  0.024$ & $0.486  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.495& $0.753  \\pm  0.012$ & $0.011  \\pm  9.709$ & $0.505  \\pm  4.845$ & $0.998  \\pm  9.596$ & $1.526  \\pm  0.024$ & $0.485  \\pm  0.023$ &0.004\\\\\\hline\r\n",
      "0.496& $0.754  \\pm  0.012$ & $0.011  \\pm  9.677$ & $0.504  \\pm  4.839$ & $0.998  \\pm  9.602$ & $1.524  \\pm  0.024$ & $0.484  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.497& $0.755  \\pm  0.012$ & $0.011  \\pm  9.645$ & $0.503  \\pm  4.833$ & $0.998  \\pm  9.609$ & $1.523  \\pm  0.024$ & $0.483  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.498& $0.756  \\pm  0.012$ & $0.011  \\pm  9.613$ & $0.502  \\pm  4.826$ & $0.998  \\pm  9.615$ & $1.522  \\pm  0.024$ & $0.482  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.499& $0.757  \\pm  0.012$ & $0.011  \\pm  9.581$ & $0.501  \\pm  4.820$ & $0.998  \\pm  9.622$ & $1.521  \\pm  0.024$ & $0.481  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.500& $0.758  \\pm  0.012$ & $0.011  \\pm  9.549$ & $0.500  \\pm  4.813$ & $0.998  \\pm  9.628$ & $1.519  \\pm  0.024$ & $0.480  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.501& $0.759  \\pm  0.012$ & $0.011  \\pm  9.518$ & $0.499  \\pm  4.807$ & $0.998  \\pm  9.635$ & $1.518  \\pm  0.023$ & $0.479  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.502& $0.760  \\pm  0.012$ & $0.010  \\pm  9.486$ & $0.498  \\pm  4.800$ & $0.998  \\pm  9.641$ & $1.517  \\pm  0.023$ & $0.479  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.503& $0.760  \\pm  0.011$ & $0.010  \\pm  9.454$ & $0.497  \\pm  4.794$ & $0.998  \\pm  9.648$ & $1.516  \\pm  0.023$ & $0.478  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.504& $0.761  \\pm  0.011$ & $0.010  \\pm  9.423$ & $0.496  \\pm  4.787$ & $0.998  \\pm  9.654$ & $1.515  \\pm  0.023$ & $0.477  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.505& $0.762  \\pm  0.011$ & $0.010  \\pm  9.391$ & $0.495  \\pm  4.781$ & $0.998  \\pm  9.660$ & $1.513  \\pm  0.023$ & $0.476  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.506& $0.763  \\pm  0.011$ & $0.010  \\pm  9.360$ & $0.494  \\pm  4.774$ & $0.998  \\pm  9.667$ & $1.512  \\pm  0.023$ & $0.475  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.507& $0.764  \\pm  0.011$ & $0.010  \\pm  9.328$ & $0.493  \\pm  4.768$ & $0.998  \\pm  9.673$ & $1.511  \\pm  0.023$ & $0.474  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.508& $0.765  \\pm  0.011$ & $0.010  \\pm  9.297$ & $0.492  \\pm  4.761$ & $0.998  \\pm  9.679$ & $1.510  \\pm  0.023$ & $0.473  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.509& $0.766  \\pm  0.011$ & $0.010  \\pm  9.266$ & $0.492  \\pm  4.754$ & $0.998  \\pm  9.685$ & $1.508  \\pm  0.023$ & $0.473  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.510& $0.767  \\pm  0.011$ & $0.010  \\pm  9.234$ & $0.491  \\pm  4.747$ & $0.998  \\pm  9.691$ & $1.507  \\pm  0.023$ & $0.472  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.511& $0.768  \\pm  0.011$ & $0.010  \\pm  9.203$ & $0.490  \\pm  4.741$ & $0.998  \\pm  9.697$ & $1.506  \\pm  0.023$ & $0.471  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.512& $0.769  \\pm  0.011$ & $0.010  \\pm  9.172$ & $0.489  \\pm  4.734$ & $0.998  \\pm  9.703$ & $1.505  \\pm  0.023$ & $0.470  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.513& $0.770  \\pm  0.011$ & $0.010  \\pm  9.141$ & $0.488  \\pm  4.727$ & $0.998  \\pm  9.709$ & $1.504  \\pm  0.023$ & $0.469  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.514& $0.771  \\pm  0.011$ & $0.010  \\pm  9.110$ & $0.487  \\pm  4.720$ & $0.998  \\pm  9.715$ & $1.502  \\pm  0.022$ & $0.468  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.515& $0.772  \\pm  0.011$ & $0.010  \\pm  9.079$ & $0.486  \\pm  4.713$ & $0.998  \\pm  9.721$ & $1.501  \\pm  0.022$ & $0.467  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.516& $0.773  \\pm  0.011$ & $0.010  \\pm  9.048$ & $0.485  \\pm  4.706$ & $0.998  \\pm  9.727$ & $1.500  \\pm  0.022$ & $0.466  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.517& $0.774  \\pm  0.011$ & $0.010  \\pm  9.018$ & $0.484  \\pm  4.699$ & $0.998  \\pm  9.732$ & $1.499  \\pm  0.022$ & $0.466  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.518& $0.775  \\pm  0.011$ & $0.010  \\pm  8.987$ & $0.483  \\pm  4.692$ & $0.998  \\pm  9.738$ & $1.498  \\pm  0.022$ & $0.465  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.519& $0.776  \\pm  0.011$ & $0.010  \\pm  8.956$ & $0.482  \\pm  4.685$ & $0.998  \\pm  9.744$ & $1.496  \\pm  0.022$ & $0.464  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.520& $0.777  \\pm  0.011$ & $0.010  \\pm  8.925$ & $0.481  \\pm  4.678$ & $0.998  \\pm  9.749$ & $1.495  \\pm  0.022$ & $0.463  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.521& $0.778  \\pm  0.011$ & $0.010  \\pm  8.895$ & $0.480  \\pm  4.671$ & $0.998  \\pm  9.755$ & $1.494  \\pm  0.022$ & $0.462  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.522& $0.779  \\pm  0.011$ & $0.010  \\pm  8.864$ & $0.479  \\pm  4.664$ & $0.998  \\pm  9.760$ & $1.493  \\pm  0.022$ & $0.461  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.523& $0.779  \\pm  0.011$ & $0.010  \\pm  8.834$ & $0.478  \\pm  4.657$ & $0.998  \\pm  9.766$ & $1.491  \\pm  0.022$ & $0.460  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.524& $0.780  \\pm  0.011$ & $0.010  \\pm  9.199$ & $0.477  \\pm  4.649$ & $0.998  \\pm  9.771$ & $1.490  \\pm  0.022$ & $0.460  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.525& $0.782  \\pm  0.011$ & $0.010  \\pm  8.761$ & $0.475  \\pm  4.636$ & $0.998  \\pm  9.764$ & $1.488  \\pm  0.022$ & $0.458  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.526& $0.783  \\pm  0.011$ & $0.010  \\pm  8.733$ & $0.474  \\pm  4.630$ & $0.998  \\pm  9.771$ & $1.487  \\pm  0.022$ & $0.457  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.527& $0.784  \\pm  0.011$ & $0.010  \\pm  8.705$ & $0.473  \\pm  4.624$ & $0.998  \\pm  9.779$ & $1.486  \\pm  0.021$ & $0.456  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.528& $0.785  \\pm  0.011$ & $0.010  \\pm  8.677$ & $0.472  \\pm  4.617$ & $0.998  \\pm  9.787$ & $1.484  \\pm  0.021$ & $0.455  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.529& $0.785  \\pm  0.011$ & $0.010  \\pm  8.649$ & $0.471  \\pm  4.611$ & $0.998  \\pm  9.794$ & $1.483  \\pm  0.021$ & $0.455  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.530& $0.786  \\pm  0.011$ & $0.010  \\pm  8.621$ & $0.470  \\pm  4.605$ & $0.998  \\pm  9.802$ & $1.482  \\pm  0.021$ & $0.454  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.531& $0.787  \\pm  0.011$ & $0.010  \\pm  8.593$ & $0.469  \\pm  4.599$ & $0.998  \\pm  9.809$ & $1.481  \\pm  0.021$ & $0.453  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.532& $0.788  \\pm  0.011$ & $0.010  \\pm  8.565$ & $0.468  \\pm  4.592$ & $0.998  \\pm  9.817$ & $1.480  \\pm  0.021$ & $0.452  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.533& $0.789  \\pm  0.011$ & $0.010  \\pm  8.537$ & $0.467  \\pm  4.586$ & $0.998  \\pm  9.824$ & $1.479  \\pm  0.021$ & $0.451  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.534& $0.789  \\pm  0.011$ & $0.010  \\pm  8.509$ & $0.466  \\pm  4.579$ & $0.998  \\pm  9.832$ & $1.477  \\pm  0.021$ & $0.450  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.535& $0.790  \\pm  0.011$ & $0.009  \\pm  8.482$ & $0.465  \\pm  4.573$ & $0.998  \\pm  9.839$ & $1.476  \\pm  0.021$ & $0.450  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.536& $0.791  \\pm  0.011$ & $0.009  \\pm  8.454$ & $0.464  \\pm  4.567$ & $0.998  \\pm  9.846$ & $1.475  \\pm  0.021$ & $0.449  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.537& $0.792  \\pm  0.011$ & $0.009  \\pm  8.426$ & $0.463  \\pm  4.560$ & $0.998  \\pm  9.854$ & $1.474  \\pm  0.021$ & $0.448  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.538& $0.793  \\pm  0.011$ & $0.009  \\pm  8.399$ & $0.462  \\pm  4.554$ & $0.998  \\pm  9.861$ & $1.473  \\pm  0.021$ & $0.447  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.539& $0.793  \\pm  0.011$ & $0.009  \\pm  8.371$ & $0.461  \\pm  4.547$ & $0.998  \\pm  9.869$ & $1.472  \\pm  0.021$ & $0.446  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.540& $0.794  \\pm  0.011$ & $0.009  \\pm  8.344$ & $0.460  \\pm  4.541$ & $0.998  \\pm  9.876$ & $1.471  \\pm  0.021$ & $0.445  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.541& $0.795  \\pm  0.011$ & $0.009  \\pm  8.317$ & $0.459  \\pm  4.534$ & $0.998  \\pm  9.883$ & $1.469  \\pm  0.020$ & $0.445  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.542& $0.796  \\pm  0.011$ & $0.009  \\pm  8.289$ & $0.458  \\pm  4.528$ & $0.998  \\pm  9.890$ & $1.468  \\pm  0.020$ & $0.444  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.543& $0.797  \\pm  0.011$ & $0.009  \\pm  8.262$ & $0.457  \\pm  4.521$ & $0.998  \\pm  9.898$ & $1.467  \\pm  0.020$ & $0.443  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.544& $0.797  \\pm  0.011$ & $0.009  \\pm  8.235$ & $0.456  \\pm  4.514$ & $0.998  \\pm  9.905$ & $1.466  \\pm  0.020$ & $0.442  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.545& $0.798  \\pm  0.011$ & $0.009  \\pm  8.208$ & $0.455  \\pm  4.508$ & $0.998  \\pm  9.912$ & $1.465  \\pm  0.020$ & $0.441  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.546& $0.799  \\pm  0.011$ & $0.009  \\pm  8.180$ & $0.454  \\pm  4.501$ & $0.998  \\pm  9.919$ & $1.464  \\pm  0.020$ & $0.441  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.547& $0.800  \\pm  0.011$ & $0.009  \\pm  8.153$ & $0.453  \\pm  4.494$ & $0.998  \\pm  9.926$ & $1.463  \\pm  0.020$ & $0.440  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.548& $0.801  \\pm  0.011$ & $0.009  \\pm  8.126$ & $0.452  \\pm  4.487$ & $0.998  \\pm  9.933$ & $1.461  \\pm  0.020$ & $0.439  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.549& $0.801  \\pm  0.011$ & $0.009  \\pm  8.099$ & $0.451  \\pm  4.481$ & $0.998  \\pm  9.940$ & $1.460  \\pm  0.020$ & $0.438  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.550& $0.802  \\pm  0.011$ & $0.009  \\pm  8.072$ & $0.450  \\pm  4.474$ & $0.998  \\pm  9.947$ & $1.459  \\pm  0.020$ & $0.437  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.551& $0.803  \\pm  0.011$ & $0.009  \\pm  8.046$ & $0.449  \\pm  4.467$ & $0.998  \\pm  9.954$ & $1.458  \\pm  0.020$ & $0.436  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.552& $0.804  \\pm  0.011$ & $0.009  \\pm  8.019$ & $0.449  \\pm  4.460$ & $0.998  \\pm  9.961$ & $1.457  \\pm  0.020$ & $0.436  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.553& $0.805  \\pm  0.011$ & $0.009  \\pm  7.992$ & $0.448  \\pm  4.453$ & $0.998  \\pm  9.968$ & $1.456  \\pm  0.020$ & $0.435  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.554& $0.805  \\pm  0.011$ & $0.009  \\pm  7.965$ & $0.447  \\pm  4.446$ & $0.998  \\pm  9.975$ & $1.454  \\pm  0.020$ & $0.434  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.555& $0.806  \\pm  0.011$ & $0.009  \\pm  7.938$ & $0.446  \\pm  4.439$ & $0.998  \\pm  9.982$ & $1.453  \\pm  0.019$ & $0.433  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.556& $0.807  \\pm  0.011$ & $0.009  \\pm  7.912$ & $0.445  \\pm  4.432$ & $0.998  \\pm  9.989$ & $1.452  \\pm  0.019$ & $0.432  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.557& $0.808  \\pm  0.011$ & $0.009  \\pm  7.885$ & $0.444  \\pm  4.425$ & $0.998  \\pm  9.995$ & $1.451  \\pm  0.019$ & $0.432  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.558& $0.809  \\pm  0.011$ & $0.009  \\pm  7.859$ & $0.443  \\pm  4.418$ & $0.998  \\pm  0.000$ & $1.450  \\pm  0.019$ & $0.431  \\pm  0.024$ &0.004\\\\\\hline\r\n",
      "0.559& $0.809  \\pm  0.011$ & $0.009  \\pm  7.832$ & $0.442  \\pm  4.411$ & $0.998  \\pm  0.000$ & $1.449  \\pm  0.019$ & $0.430  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.560& $0.810  \\pm  0.011$ & $0.009  \\pm  7.805$ & $0.441  \\pm  4.404$ & $0.998  \\pm  0.000$ & $1.448  \\pm  0.019$ & $0.429  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.561& $0.811  \\pm  0.010$ & $0.009  \\pm  7.779$ & $0.440  \\pm  4.397$ & $0.998  \\pm  0.000$ & $1.446  \\pm  0.019$ & $0.428  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.562& $0.812  \\pm  0.010$ & $0.009  \\pm  7.753$ & $0.439  \\pm  4.390$ & $0.998  \\pm  0.000$ & $1.445  \\pm  0.019$ & $0.427  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.563& $0.813  \\pm  0.010$ & $0.009  \\pm  7.726$ & $0.438  \\pm  4.383$ & $0.998  \\pm  0.000$ & $1.444  \\pm  0.019$ & $0.427  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.564& $0.813  \\pm  0.010$ & $0.009  \\pm  7.700$ & $0.437  \\pm  4.375$ & $0.998  \\pm  0.000$ & $1.443  \\pm  0.019$ & $0.426  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.565& $0.814  \\pm  0.010$ & $0.009  \\pm  7.674$ & $0.436  \\pm  4.368$ & $0.998  \\pm  0.000$ & $1.442  \\pm  0.019$ & $0.425  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.566& $0.815  \\pm  0.010$ & $0.009  \\pm  7.647$ & $0.435  \\pm  4.361$ & $0.998  \\pm  0.000$ & $1.441  \\pm  0.019$ & $0.424  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.567& $0.816  \\pm  0.010$ & $0.009  \\pm  7.621$ & $0.434  \\pm  4.354$ & $0.998  \\pm  0.000$ & $1.440  \\pm  0.019$ & $0.423  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.568& $0.817  \\pm  0.010$ & $0.008  \\pm  7.595$ & $0.433  \\pm  4.346$ & $0.998  \\pm  0.000$ & $1.438  \\pm  0.019$ & $0.422  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.569& $0.817  \\pm  0.010$ & $0.008  \\pm  7.569$ & $0.432  \\pm  4.339$ & $0.998  \\pm  0.000$ & $1.437  \\pm  0.019$ & $0.422  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.570& $0.818  \\pm  0.010$ & $0.008  \\pm  7.543$ & $0.431  \\pm  4.331$ & $0.998  \\pm  0.000$ & $1.436  \\pm  0.018$ & $0.421  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.571& $0.819  \\pm  0.010$ & $0.008  \\pm  7.517$ & $0.430  \\pm  4.324$ & $0.998  \\pm  0.000$ & $1.435  \\pm  0.018$ & $0.420  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.572& $0.820  \\pm  0.010$ & $0.008  \\pm  7.491$ & $0.429  \\pm  4.317$ & $0.998  \\pm  0.000$ & $1.434  \\pm  0.018$ & $0.419  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.573& $0.821  \\pm  0.010$ & $0.008  \\pm  7.465$ & $0.428  \\pm  4.309$ & $0.998  \\pm  0.000$ & $1.433  \\pm  0.018$ & $0.418  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.574& $0.821  \\pm  0.010$ & $0.008  \\pm  7.439$ & $0.427  \\pm  4.302$ & $0.998  \\pm  0.000$ & $1.431  \\pm  0.018$ & $0.418  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.575& $0.822  \\pm  0.010$ & $0.008  \\pm  7.413$ & $0.426  \\pm  4.294$ & $0.998  \\pm  0.000$ & $1.430  \\pm  0.018$ & $0.417  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.576& $0.823  \\pm  0.010$ & $0.008  \\pm  6.712$ & $0.425  \\pm  4.286$ & $0.998  \\pm  0.000$ & $1.429  \\pm  0.018$ & $0.416  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.577& $0.824  \\pm  0.010$ & $0.008  \\pm  7.351$ & $0.423  \\pm  4.273$ & $0.998  \\pm  0.000$ & $1.427  \\pm  0.018$ & $0.414  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.578& $0.825  \\pm  0.010$ & $0.008  \\pm  7.328$ & $0.422  \\pm  4.267$ & $0.998  \\pm  0.000$ & $1.426  \\pm  0.018$ & $0.414  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.579& $0.826  \\pm  0.010$ & $0.008  \\pm  7.305$ & $0.421  \\pm  4.261$ & $0.998  \\pm  0.000$ & $1.424  \\pm  0.018$ & $0.413  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.580& $0.826  \\pm  0.010$ & $0.008  \\pm  7.282$ & $0.420  \\pm  4.255$ & $0.998  \\pm  0.000$ & $1.423  \\pm  0.018$ & $0.413  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.581& $0.827  \\pm  0.010$ & $0.008  \\pm  7.260$ & $0.419  \\pm  4.249$ & $0.998  \\pm  0.000$ & $1.422  \\pm  0.018$ & $0.412  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.582& $0.827  \\pm  0.010$ & $0.008  \\pm  7.237$ & $0.418  \\pm  4.243$ & $0.998  \\pm  0.000$ & $1.421  \\pm  0.018$ & $0.412  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.583& $0.828  \\pm  0.010$ & $0.008  \\pm  7.214$ & $0.417  \\pm  4.237$ & $0.998  \\pm  0.000$ & $1.419  \\pm  0.018$ & $0.411  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.584& $0.829  \\pm  0.010$ & $0.008  \\pm  7.192$ & $0.416  \\pm  4.231$ & $0.998  \\pm  0.000$ & $1.418  \\pm  0.018$ & $0.410  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.585& $0.829  \\pm  0.010$ & $0.008  \\pm  7.169$ & $0.415  \\pm  4.225$ & $0.998  \\pm  0.000$ & $1.417  \\pm  0.018$ & $0.410  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.586& $0.830  \\pm  0.010$ & $0.008  \\pm  7.147$ & $0.414  \\pm  4.219$ & $0.998  \\pm  0.000$ & $1.416  \\pm  0.017$ & $0.409  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.587& $0.830  \\pm  0.010$ & $0.008  \\pm  7.124$ & $0.413  \\pm  4.212$ & $0.998  \\pm  0.000$ & $1.414  \\pm  0.017$ & $0.409  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.588& $0.831  \\pm  0.010$ & $0.008  \\pm  7.102$ & $0.412  \\pm  4.206$ & $0.998  \\pm  0.000$ & $1.413  \\pm  0.017$ & $0.408  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.589& $0.832  \\pm  0.010$ & $0.008  \\pm  7.079$ & $0.411  \\pm  4.200$ & $0.998  \\pm  0.000$ & $1.412  \\pm  0.017$ & $0.408  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.590& $0.832  \\pm  0.010$ & $0.008  \\pm  7.057$ & $0.410  \\pm  4.194$ & $0.998  \\pm  0.000$ & $1.411  \\pm  0.017$ & $0.407  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.591& $0.833  \\pm  0.010$ & $0.008  \\pm  7.035$ & $0.409  \\pm  4.188$ & $0.998  \\pm  0.000$ & $1.410  \\pm  0.017$ & $0.406  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.592& $0.834  \\pm  0.010$ & $0.008  \\pm  7.013$ & $0.408  \\pm  4.182$ & $0.998  \\pm  0.000$ & $1.408  \\pm  0.017$ & $0.406  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.593& $0.834  \\pm  0.010$ & $0.008  \\pm  6.990$ & $0.408  \\pm  4.175$ & $0.998  \\pm  0.000$ & $1.407  \\pm  0.017$ & $0.405  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.594& $0.835  \\pm  0.010$ & $0.008  \\pm  6.968$ & $0.407  \\pm  4.169$ & $0.998  \\pm  0.000$ & $1.406  \\pm  0.017$ & $0.405  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.595& $0.835  \\pm  0.010$ & $0.008  \\pm  6.946$ & $0.406  \\pm  4.163$ & $0.998  \\pm  0.000$ & $1.405  \\pm  0.017$ & $0.404  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.596& $0.836  \\pm  0.010$ & $0.008  \\pm  6.924$ & $0.405  \\pm  4.156$ & $0.998  \\pm  0.000$ & $1.403  \\pm  0.017$ & $0.403  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.597& $0.837  \\pm  0.010$ & $0.008  \\pm  6.902$ & $0.404  \\pm  4.150$ & $0.998  \\pm  0.000$ & $1.402  \\pm  0.017$ & $0.403  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.598& $0.837  \\pm  0.010$ & $0.008  \\pm  6.880$ & $0.403  \\pm  4.144$ & $0.998  \\pm  0.000$ & $1.401  \\pm  0.017$ & $0.402  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.599& $0.838  \\pm  0.010$ & $0.008  \\pm  6.858$ & $0.402  \\pm  4.137$ & $0.998  \\pm  0.000$ & $1.400  \\pm  0.017$ & $0.402  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.600& $0.839  \\pm  0.010$ & $0.007  \\pm  6.836$ & $0.401  \\pm  4.131$ & $0.998  \\pm  0.000$ & $1.398  \\pm  0.017$ & $0.401  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.601& $0.839  \\pm  0.010$ & $0.007  \\pm  6.814$ & $0.400  \\pm  4.125$ & $0.998  \\pm  0.000$ & $1.397  \\pm  0.017$ & $0.401  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.602& $0.840  \\pm  0.010$ & $0.007  \\pm  6.792$ & $0.399  \\pm  4.118$ & $0.998  \\pm  0.000$ & $1.396  \\pm  0.017$ & $0.400  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.603& $0.840  \\pm  0.010$ & $0.007  \\pm  6.770$ & $0.398  \\pm  4.112$ & $0.998  \\pm  0.000$ & $1.395  \\pm  0.017$ & $0.399  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.604& $0.841  \\pm  0.010$ & $0.007  \\pm  6.749$ & $0.397  \\pm  4.105$ & $0.998  \\pm  0.000$ & $1.394  \\pm  0.016$ & $0.399  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.605& $0.842  \\pm  0.010$ & $0.007  \\pm  6.727$ & $0.396  \\pm  4.099$ & $0.998  \\pm  0.000$ & $1.392  \\pm  0.016$ & $0.398  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.606& $0.842  \\pm  0.010$ & $0.007  \\pm  6.705$ & $0.395  \\pm  4.092$ & $0.998  \\pm  0.000$ & $1.391  \\pm  0.016$ & $0.398  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.607& $0.843  \\pm  0.010$ & $0.007  \\pm  6.683$ & $0.394  \\pm  4.086$ & $0.998  \\pm  0.000$ & $1.390  \\pm  0.016$ & $0.397  \\pm  0.025$ &0.004\\\\\\hline\r\n",
      "0.608& $0.843  \\pm  0.010$ & $0.007  \\pm  6.662$ & $0.393  \\pm  4.079$ & $0.998  \\pm  0.000$ & $1.389  \\pm  0.016$ & $0.396  \\pm  0.026$ &0.004\\\\\\hline\r\n",
      "0.609& $0.844  \\pm  0.010$ & $0.007  \\pm  6.640$ & $0.392  \\pm  4.072$ & $0.998  \\pm  0.000$ & $1.387  \\pm  0.016$ & $0.396  \\pm  0.026$ &0.004\\\\\\hline\r\n",
      "0.610& $0.845  \\pm  0.010$ & $0.007  \\pm  6.618$ & $0.391  \\pm  4.066$ & $0.998  \\pm  0.000$ & $1.386  \\pm  0.016$ & $0.395  \\pm  0.026$ &0.004\\\\\\hline\r\n",
      "0.611& $0.845  \\pm  0.010$ & $0.007  \\pm  6.597$ & $0.390  \\pm  4.059$ & $0.998  \\pm  0.000$ & $1.385  \\pm  0.016$ & $0.395  \\pm  0.026$ &0.004\\\\\\hline\r\n",
      "0.612& $0.846  \\pm  0.010$ & $0.007  \\pm  6.575$ & $0.389  \\pm  4.053$ & $0.998  \\pm  0.000$ & $1.384  \\pm  0.016$ & $0.394  \\pm  0.026$ &0.004\\\\\\hline\r\n",
      "0.613& $0.847  \\pm  0.010$ & $0.007  \\pm  6.554$ & $0.388  \\pm  4.046$ & $0.998  \\pm  0.000$ & $1.383  \\pm  0.016$ & $0.394  \\pm  0.026$ &0.004\\\\\\hline\r\n",
      "0.614& $0.847  \\pm  0.010$ & $0.007  \\pm  6.532$ & $0.387  \\pm  4.039$ & $0.998  \\pm  0.000$ & $1.381  \\pm  0.016$ & $0.393  \\pm  0.026$ &0.004\\\\\\hline\r\n",
      "0.615& $0.848  \\pm  0.010$ & $0.007  \\pm  6.511$ & $0.386  \\pm  4.032$ & $0.998  \\pm  0.000$ & $1.380  \\pm  0.016$ & $0.392  \\pm  0.026$ &0.004\\\\\\hline\r\n",
      "0.616& $0.848  \\pm  0.010$ & $0.007  \\pm  6.490$ & $0.385  \\pm  4.026$ & $0.998  \\pm  0.000$ & $1.379  \\pm  0.016$ & $0.392  \\pm  0.026$ &0.004\\\\\\hline\r\n",
      "0.617& $0.849  \\pm  0.010$ & $0.007  \\pm  6.468$ & $0.384  \\pm  4.019$ & $0.998  \\pm  0.000$ & $1.378  \\pm  0.016$ & $0.391  \\pm  0.026$ &0.004\\\\\\hline\r\n",
      "0.618& $0.850  \\pm  0.010$ & $0.007  \\pm  6.447$ & $0.383  \\pm  4.012$ & $0.998  \\pm  0.000$ & $1.376  \\pm  0.016$ & $0.391  \\pm  0.026$ &0.004\\\\\\hline\r\n",
      "0.619& $0.850  \\pm  0.010$ & $0.007  \\pm  6.426$ & $0.382  \\pm  4.005$ & $0.998  \\pm  0.000$ & $1.375  \\pm  0.016$ & $0.390  \\pm  0.026$ &0.004\\\\\\hline\r\n",
      "0.620& $0.851  \\pm  0.009$ & $0.007  \\pm  6.404$ & $0.381  \\pm  3.998$ & $0.998  \\pm  0.000$ & $1.374  \\pm  0.016$ & $0.389  \\pm  0.026$ &0.004\\\\\\hline\r\n",
      "0.621& $0.851  \\pm  0.009$ & $0.007  \\pm  6.383$ & $0.380  \\pm  3.992$ & $0.998  \\pm  0.000$ & $1.373  \\pm  0.016$ & $0.389  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.622& $0.852  \\pm  0.009$ & $0.007  \\pm  6.362$ & $0.379  \\pm  3.985$ & $0.998  \\pm  0.000$ & $1.371  \\pm  0.016$ & $0.388  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.623& $0.853  \\pm  0.009$ & $0.007  \\pm  6.341$ & $0.378  \\pm  3.978$ & $0.998  \\pm  0.000$ & $1.370  \\pm  0.015$ & $0.388  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.624& $0.853  \\pm  0.009$ & $0.007  \\pm  6.320$ & $0.377  \\pm  3.971$ & $0.998  \\pm  0.000$ & $1.369  \\pm  0.015$ & $0.387  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.625& $0.854  \\pm  0.009$ & $0.007  \\pm  6.298$ & $0.376  \\pm  3.964$ & $0.998  \\pm  0.000$ & $1.368  \\pm  0.015$ & $0.387  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.626& $0.855  \\pm  0.009$ & $0.007  \\pm  6.277$ & $0.375  \\pm  3.957$ & $0.998  \\pm  0.000$ & $1.367  \\pm  0.015$ & $0.386  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.627& $0.855  \\pm  0.009$ & $0.007  \\pm  6.256$ & $0.374  \\pm  3.950$ & $0.998  \\pm  0.000$ & $1.365  \\pm  0.015$ & $0.385  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.628& $0.856  \\pm  0.009$ & $0.007  \\pm  6.235$ & $0.373  \\pm  3.943$ & $0.998  \\pm  0.000$ & $1.364  \\pm  0.015$ & $0.385  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.629& $0.856  \\pm  0.009$ & $0.007  \\pm  6.214$ & $0.372  \\pm  3.936$ & $0.998  \\pm  0.000$ & $1.363  \\pm  0.015$ & $0.384  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.630& $0.857  \\pm  0.009$ & $0.007  \\pm  6.193$ & $0.371  \\pm  3.929$ & $0.998  \\pm  0.000$ & $1.362  \\pm  0.015$ & $0.384  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.631& $0.858  \\pm  0.009$ & $0.007  \\pm  6.172$ & $0.370  \\pm  3.921$ & $0.998  \\pm  0.000$ & $1.360  \\pm  0.015$ & $0.383  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.632& $0.858  \\pm  0.009$ & $0.007  \\pm  6.151$ & $0.369  \\pm  3.914$ & $0.998  \\pm  0.000$ & $1.359  \\pm  0.015$ & $0.383  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.633& $0.859  \\pm  0.009$ & $0.006  \\pm  6.130$ & $0.368  \\pm  3.907$ & $0.998  \\pm  0.000$ & $1.358  \\pm  0.015$ & $0.382  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.634& $0.860  \\pm  0.009$ & $0.006  \\pm  6.110$ & $0.367  \\pm  3.900$ & $0.998  \\pm  0.000$ & $1.357  \\pm  0.015$ & $0.381  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.635& $0.860  \\pm  0.009$ & $0.006  \\pm  6.089$ & $0.366  \\pm  3.893$ & $0.998  \\pm  0.000$ & $1.355  \\pm  0.015$ & $0.381  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.636& $0.861  \\pm  0.009$ & $0.006  \\pm  6.068$ & $0.365  \\pm  3.885$ & $0.998  \\pm  0.000$ & $1.354  \\pm  0.015$ & $0.380  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.637& $0.861  \\pm  0.009$ & $0.006  \\pm  6.047$ & $0.365  \\pm  3.878$ & $0.998  \\pm  0.000$ & $1.353  \\pm  0.015$ & $0.380  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.638& $0.862  \\pm  0.009$ & $0.006  \\pm  6.026$ & $0.364  \\pm  3.871$ & $0.998  \\pm  0.000$ & $1.352  \\pm  0.015$ & $0.379  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.639& $0.863  \\pm  0.009$ & $0.006  \\pm  6.006$ & $0.363  \\pm  3.864$ & $0.998  \\pm  0.000$ & $1.351  \\pm  0.015$ & $0.378  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.640& $0.863  \\pm  0.009$ & $0.006  \\pm  5.985$ & $0.362  \\pm  3.856$ & $0.998  \\pm  0.000$ & $1.349  \\pm  0.015$ & $0.378  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.641& $0.864  \\pm  0.009$ & $0.006  \\pm  5.955$ & $0.360  \\pm  3.843$ & $0.998  \\pm  0.000$ & $1.347  \\pm  0.014$ & $0.377  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.642& $0.865  \\pm  0.009$ & $0.006  \\pm  5.937$ & $0.359  \\pm  3.837$ & $0.998  \\pm  0.000$ & $1.346  \\pm  0.014$ & $0.376  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.643& $0.865  \\pm  0.009$ & $0.006  \\pm  5.919$ & $0.358  \\pm  3.832$ & $0.998  \\pm  0.000$ & $1.345  \\pm  0.014$ & $0.376  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.644& $0.866  \\pm  0.009$ & $0.006  \\pm  5.901$ & $0.357  \\pm  3.826$ & $0.998  \\pm  0.000$ & $1.344  \\pm  0.014$ & $0.376  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.645& $0.866  \\pm  0.009$ & $0.006  \\pm  5.883$ & $0.356  \\pm  3.820$ & $0.998  \\pm  0.000$ & $1.343  \\pm  0.014$ & $0.375  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.646& $0.867  \\pm  0.009$ & $0.006  \\pm  5.865$ & $0.355  \\pm  3.815$ & $0.998  \\pm  0.000$ & $1.342  \\pm  0.014$ & $0.375  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.647& $0.867  \\pm  0.009$ & $0.006  \\pm  5.848$ & $0.355  \\pm  3.809$ & $0.998  \\pm  0.000$ & $1.341  \\pm  0.014$ & $0.374  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.648& $0.868  \\pm  0.009$ & $0.006  \\pm  5.820$ & $0.353  \\pm  3.796$ & $0.998  \\pm  0.000$ & $1.339  \\pm  0.014$ & $0.373  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.649& $0.869  \\pm  0.009$ & $0.006  \\pm  5.801$ & $0.352  \\pm  3.790$ & $0.998  \\pm  0.000$ & $1.338  \\pm  0.014$ & $0.373  \\pm  0.026$ &0.003\\\\\\hline\r\n",
      "0.650& $0.869  \\pm  0.009$ & $0.006  \\pm  5.782$ & $0.351  \\pm  3.783$ & $0.998  \\pm  0.000$ & $1.336  \\pm  0.014$ & $0.372  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.651& $0.870  \\pm  0.009$ & $0.006  \\pm  5.763$ & $0.350  \\pm  3.777$ & $0.998  \\pm  0.000$ & $1.335  \\pm  0.014$ & $0.372  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.652& $0.870  \\pm  0.009$ & $0.006  \\pm  5.744$ & $0.349  \\pm  3.770$ & $0.998  \\pm  0.000$ & $1.334  \\pm  0.014$ & $0.371  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.653& $0.871  \\pm  0.009$ & $0.006  \\pm  5.726$ & $0.348  \\pm  3.764$ & $0.998  \\pm  0.000$ & $1.333  \\pm  0.014$ & $0.370  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.654& $0.871  \\pm  0.009$ & $0.006  \\pm  5.707$ & $0.347  \\pm  3.757$ & $0.998  \\pm  0.000$ & $1.332  \\pm  0.014$ & $0.370  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.655& $0.872  \\pm  0.009$ & $0.006  \\pm  5.688$ & $0.346  \\pm  3.751$ & $0.998  \\pm  0.000$ & $1.331  \\pm  0.014$ & $0.369  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.656& $0.872  \\pm  0.009$ & $0.006  \\pm  5.670$ & $0.345  \\pm  3.744$ & $0.998  \\pm  0.000$ & $1.330  \\pm  0.014$ & $0.369  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.657& $0.873  \\pm  0.009$ & $0.006  \\pm  5.651$ & $0.344  \\pm  3.737$ & $0.998  \\pm  0.000$ & $1.329  \\pm  0.014$ & $0.368  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.658& $0.873  \\pm  0.009$ & $0.006  \\pm  5.632$ & $0.343  \\pm  3.731$ & $0.998  \\pm  0.000$ & $1.328  \\pm  0.014$ & $0.367  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.659& $0.874  \\pm  0.009$ & $0.006  \\pm  5.614$ & $0.342  \\pm  3.724$ & $0.998  \\pm  0.000$ & $1.327  \\pm  0.014$ & $0.367  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.660& $0.875  \\pm  0.009$ & $0.006  \\pm  5.595$ & $0.341  \\pm  3.717$ & $0.998  \\pm  0.000$ & $1.326  \\pm  0.014$ & $0.366  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.661& $0.875  \\pm  0.009$ & $0.006  \\pm  5.577$ & $0.340  \\pm  3.710$ & $0.998  \\pm  0.000$ & $1.324  \\pm  0.014$ & $0.366  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.662& $0.876  \\pm  0.009$ & $0.006  \\pm  5.558$ & $0.339  \\pm  3.704$ & $0.998  \\pm  0.000$ & $1.323  \\pm  0.013$ & $0.365  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.663& $0.876  \\pm  0.009$ & $0.006  \\pm  5.540$ & $0.338  \\pm  3.697$ & $0.998  \\pm  0.000$ & $1.322  \\pm  0.013$ & $0.365  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.664& $0.877  \\pm  0.009$ & $0.006  \\pm  5.521$ & $0.337  \\pm  3.690$ & $0.998  \\pm  0.000$ & $1.321  \\pm  0.013$ & $0.364  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.665& $0.877  \\pm  0.009$ & $0.006  \\pm  5.503$ & $0.336  \\pm  3.683$ & $0.998  \\pm  0.000$ & $1.320  \\pm  0.013$ & $0.363  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.666& $0.878  \\pm  0.009$ & $0.005  \\pm  5.484$ & $0.335  \\pm  3.676$ & $0.998  \\pm  0.000$ & $1.319  \\pm  0.013$ & $0.363  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.667& $0.878  \\pm  0.009$ & $0.005  \\pm  5.466$ & $0.334  \\pm  3.669$ & $0.998  \\pm  0.000$ & $1.318  \\pm  0.013$ & $0.362  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.668& $0.879  \\pm  0.009$ & $0.005  \\pm  5.447$ & $0.333  \\pm  3.663$ & $0.998  \\pm  0.000$ & $1.317  \\pm  0.013$ & $0.362  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.669& $0.879  \\pm  0.009$ & $0.005  \\pm  5.429$ & $0.332  \\pm  3.656$ & $0.998  \\pm  0.000$ & $1.316  \\pm  0.013$ & $0.361  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.670& $0.880  \\pm  0.009$ & $0.005  \\pm  5.411$ & $0.331  \\pm  3.649$ & $0.998  \\pm  0.000$ & $1.315  \\pm  0.013$ & $0.360  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.671& $0.880  \\pm  0.009$ & $0.005  \\pm  5.392$ & $0.330  \\pm  3.642$ & $0.998  \\pm  0.000$ & $1.314  \\pm  0.013$ & $0.360  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.672& $0.881  \\pm  0.009$ & $0.005  \\pm  5.374$ & $0.329  \\pm  3.635$ & $0.998  \\pm  0.000$ & $1.312  \\pm  0.013$ & $0.359  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.673& $0.881  \\pm  0.009$ & $0.005  \\pm  5.356$ & $0.328  \\pm  3.628$ & $0.998  \\pm  0.000$ & $1.311  \\pm  0.013$ & $0.359  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.674& $0.882  \\pm  0.009$ & $0.005  \\pm  5.337$ & $0.327  \\pm  3.621$ & $0.998  \\pm  0.000$ & $1.310  \\pm  0.013$ & $0.358  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.675& $0.882  \\pm  0.009$ & $0.005  \\pm  5.319$ & $0.326  \\pm  3.614$ & $0.998  \\pm  0.000$ & $1.309  \\pm  0.013$ & $0.358  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.676& $0.883  \\pm  0.009$ & $0.005  \\pm  5.301$ & $0.325  \\pm  3.606$ & $0.998  \\pm  0.000$ & $1.308  \\pm  0.013$ & $0.357  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.677& $0.884  \\pm  0.008$ & $0.005  \\pm  5.283$ & $0.324  \\pm  3.599$ & $0.998  \\pm  0.000$ & $1.307  \\pm  0.013$ & $0.356  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.678& $0.884  \\pm  0.008$ & $0.005  \\pm  5.264$ & $0.324  \\pm  3.592$ & $0.998  \\pm  0.000$ & $1.306  \\pm  0.013$ & $0.356  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.679& $0.885  \\pm  0.008$ & $0.005  \\pm  5.246$ & $0.323  \\pm  3.585$ & $0.998  \\pm  0.000$ & $1.305  \\pm  0.013$ & $0.355  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.680& $0.885  \\pm  0.008$ & $0.005  \\pm  5.228$ & $0.322  \\pm  3.578$ & $0.998  \\pm  0.000$ & $1.304  \\pm  0.013$ & $0.355  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.681& $0.886  \\pm  0.008$ & $0.005  \\pm  5.210$ & $0.321  \\pm  3.571$ & $0.998  \\pm  0.000$ & $1.303  \\pm  0.013$ & $0.354  \\pm  0.027$ &0.003\\\\\\hline\r\n",
      "0.682& $0.886  \\pm  0.008$ & $0.005  \\pm  5.192$ & $0.320  \\pm  3.563$ & $0.998  \\pm  0.000$ & $1.302  \\pm  0.013$ & $0.354  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.683& $0.887  \\pm  0.008$ & $0.005  \\pm  5.174$ & $0.319  \\pm  3.556$ & $0.998  \\pm  0.000$ & $1.300  \\pm  0.013$ & $0.353  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.684& $0.887  \\pm  0.008$ & $0.005  \\pm  5.156$ & $0.318  \\pm  3.549$ & $0.998  \\pm  0.000$ & $1.299  \\pm  0.012$ & $0.352  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.685& $0.888  \\pm  0.008$ & $0.005  \\pm  5.138$ & $0.317  \\pm  3.542$ & $0.998  \\pm  0.000$ & $1.298  \\pm  0.012$ & $0.352  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.686& $0.888  \\pm  0.008$ & $0.005  \\pm  5.119$ & $0.316  \\pm  3.534$ & $0.998  \\pm  0.000$ & $1.297  \\pm  0.012$ & $0.351  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.687& $0.889  \\pm  0.008$ & $0.005  \\pm  5.101$ & $0.315  \\pm  3.527$ & $0.998  \\pm  0.000$ & $1.296  \\pm  0.012$ & $0.351  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.688& $0.889  \\pm  0.008$ & $0.005  \\pm  5.083$ & $0.314  \\pm  3.520$ & $0.998  \\pm  0.000$ & $1.295  \\pm  0.012$ & $0.350  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.689& $0.890  \\pm  0.008$ & $0.005  \\pm  5.065$ & $0.313  \\pm  3.512$ & $0.998  \\pm  0.000$ & $1.294  \\pm  0.012$ & $0.349  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.690& $0.890  \\pm  0.008$ & $0.005  \\pm  5.047$ & $0.312  \\pm  3.505$ & $0.998  \\pm  0.000$ & $1.293  \\pm  0.012$ & $0.349  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.691& $0.891  \\pm  0.008$ & $0.005  \\pm  5.029$ & $0.311  \\pm  3.497$ & $0.998  \\pm  0.000$ & $1.292  \\pm  0.012$ & $0.348  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.692& $0.891  \\pm  0.008$ & $0.005  \\pm  5.011$ & $0.310  \\pm  3.490$ & $0.998  \\pm  0.000$ & $1.291  \\pm  0.012$ & $0.348  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.693& $0.892  \\pm  0.008$ & $0.005  \\pm  4.993$ & $0.309  \\pm  3.482$ & $0.998  \\pm  0.000$ & $1.290  \\pm  0.012$ & $0.347  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.694& $0.892  \\pm  0.008$ & $0.005  \\pm  4.975$ & $0.308  \\pm  3.475$ & $0.998  \\pm  0.000$ & $1.288  \\pm  0.012$ & $0.347  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.695& $0.893  \\pm  0.008$ & $0.005  \\pm  4.958$ & $0.307  \\pm  3.467$ & $0.998  \\pm  0.000$ & $1.287  \\pm  0.012$ & $0.346  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.696& $0.894  \\pm  0.008$ & $0.005  \\pm  4.940$ & $0.306  \\pm  3.459$ & $0.998  \\pm  0.000$ & $1.286  \\pm  0.012$ & $0.345  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.697& $0.894  \\pm  0.008$ & $0.005  \\pm  4.922$ & $0.305  \\pm  3.452$ & $0.998  \\pm  0.000$ & $1.285  \\pm  0.012$ & $0.345  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.698& $0.895  \\pm  0.008$ & $0.005  \\pm  4.904$ & $0.304  \\pm  3.444$ & $0.998  \\pm  0.000$ & $1.284  \\pm  0.012$ & $0.344  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.699& $0.895  \\pm  0.008$ & $0.004  \\pm  4.886$ & $0.303  \\pm  3.437$ & $0.998  \\pm  0.000$ & $1.283  \\pm  0.012$ & $0.344  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.700& $0.896  \\pm  0.008$ & $0.004  \\pm  4.868$ & $0.302  \\pm  3.429$ & $0.998  \\pm  0.000$ & $1.282  \\pm  0.012$ & $0.343  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.701& $0.896  \\pm  0.008$ & $0.004  \\pm  4.850$ & $0.301  \\pm  3.421$ & $0.998  \\pm  0.000$ & $1.281  \\pm  0.012$ & $0.342  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.702& $0.897  \\pm  0.008$ & $0.004  \\pm  4.832$ & $0.300  \\pm  3.413$ & $0.998  \\pm  0.000$ & $1.280  \\pm  0.012$ & $0.342  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.703& $0.897  \\pm  0.008$ & $0.004  \\pm  4.815$ & $0.299  \\pm  3.406$ & $0.998  \\pm  0.000$ & $1.279  \\pm  0.012$ & $0.341  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.704& $0.898  \\pm  0.008$ & $0.004  \\pm  4.797$ & $0.298  \\pm  3.398$ & $0.998  \\pm  0.000$ & $1.278  \\pm  0.012$ & $0.341  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.705& $0.898  \\pm  0.008$ & $0.004  \\pm  4.779$ & $0.297  \\pm  3.390$ & $0.998  \\pm  0.000$ & $1.276  \\pm  0.012$ & $0.340  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.706& $0.899  \\pm  0.008$ & $0.004  \\pm  4.761$ & $0.296  \\pm  3.382$ & $0.998  \\pm  0.000$ & $1.275  \\pm  0.011$ & $0.340  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.707& $0.899  \\pm  0.008$ & $0.004  \\pm  4.743$ & $0.295  \\pm  3.374$ & $0.998  \\pm  0.000$ & $1.274  \\pm  0.011$ & $0.339  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.708& $0.900  \\pm  0.008$ & $0.004  \\pm  4.725$ & $0.294  \\pm  3.366$ & $0.998  \\pm  0.000$ & $1.273  \\pm  0.011$ & $0.338  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.709& $0.900  \\pm  0.008$ & $0.004  \\pm  4.708$ & $0.293  \\pm  3.358$ & $0.998  \\pm  0.000$ & $1.272  \\pm  0.011$ & $0.338  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.710& $0.901  \\pm  0.008$ & $0.004  \\pm  4.690$ & $0.292  \\pm  3.350$ & $0.998  \\pm  0.000$ & $1.271  \\pm  0.011$ & $0.337  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.711& $0.901  \\pm  0.008$ & $0.004  \\pm  4.672$ & $0.291  \\pm  3.342$ & $0.998  \\pm  0.000$ & $1.270  \\pm  0.011$ & $0.337  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.712& $0.902  \\pm  0.008$ & $0.004  \\pm  4.654$ & $0.290  \\pm  3.334$ & $0.998  \\pm  0.000$ & $1.269  \\pm  0.011$ & $0.336  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.713& $0.903  \\pm  0.008$ & $0.004  \\pm  4.637$ & $0.289  \\pm  3.326$ & $0.998  \\pm  0.000$ & $1.268  \\pm  0.011$ & $0.336  \\pm  0.028$ &0.003\\\\\\hline\r\n",
      "0.714& $0.903  \\pm  0.008$ & $0.004  \\pm  4.619$ & $0.288  \\pm  3.318$ & $0.998  \\pm  0.000$ & $1.267  \\pm  0.011$ & $0.335  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.715& $0.904  \\pm  0.008$ & $0.004  \\pm  4.601$ & $0.287  \\pm  3.310$ & $0.998  \\pm  0.000$ & $1.266  \\pm  0.011$ & $0.334  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.716& $0.904  \\pm  0.008$ & $0.004  \\pm  4.583$ & $0.286  \\pm  3.302$ & $0.998  \\pm  0.000$ & $1.264  \\pm  0.011$ & $0.334  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.717& $0.905  \\pm  0.008$ & $0.004  \\pm  4.566$ & $0.285  \\pm  3.294$ & $0.998  \\pm  0.000$ & $1.263  \\pm  0.011$ & $0.333  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.718& $0.905  \\pm  0.008$ & $0.004  \\pm  4.548$ & $0.284  \\pm  3.285$ & $0.998  \\pm  0.000$ & $1.262  \\pm  0.011$ & $0.333  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.719& $0.906  \\pm  0.008$ & $0.004  \\pm  4.530$ & $0.283  \\pm  3.277$ & $0.998  \\pm  0.000$ & $1.261  \\pm  0.011$ & $0.332  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.720& $0.906  \\pm  0.008$ & $0.004  \\pm  4.513$ & $0.282  \\pm  3.269$ & $0.998  \\pm  0.000$ & $1.260  \\pm  0.011$ & $0.331  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.721& $0.907  \\pm  0.008$ & $0.004  \\pm  4.495$ & $0.282  \\pm  3.260$ & $0.998  \\pm  0.000$ & $1.259  \\pm  0.011$ & $0.331  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.722& $0.907  \\pm  0.008$ & $0.004  \\pm  4.477$ & $0.281  \\pm  3.252$ & $0.998  \\pm  0.000$ & $1.258  \\pm  0.011$ & $0.330  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.723& $0.908  \\pm  0.008$ & $0.004  \\pm  4.459$ & $0.280  \\pm  3.244$ & $0.998  \\pm  0.000$ & $1.257  \\pm  0.011$ & $0.330  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.724& $0.909  \\pm  0.008$ & $0.004  \\pm  4.431$ & $0.278  \\pm  3.228$ & $0.998  \\pm  0.000$ & $1.255  \\pm  0.011$ & $0.328  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.725& $0.909  \\pm  0.008$ & $0.004  \\pm  4.415$ & $0.277  \\pm  3.220$ & $0.998  \\pm  0.000$ & $1.254  \\pm  0.011$ & $0.328  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.726& $0.910  \\pm  0.008$ & $0.004  \\pm  4.398$ & $0.276  \\pm  3.212$ & $0.998  \\pm  0.000$ & $1.253  \\pm  0.011$ & $0.327  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.727& $0.910  \\pm  0.008$ & $0.004  \\pm  4.381$ & $0.275  \\pm  3.204$ & $0.998  \\pm  0.000$ & $1.252  \\pm  0.011$ & $0.326  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.728& $0.911  \\pm  0.007$ & $0.004  \\pm  4.365$ & $0.274  \\pm  3.197$ & $0.998  \\pm  0.000$ & $1.251  \\pm  0.010$ & $0.326  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.729& $0.911  \\pm  0.007$ & $0.004  \\pm  4.348$ & $0.273  \\pm  3.189$ & $0.998  \\pm  0.000$ & $1.250  \\pm  0.010$ & $0.325  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.730& $0.912  \\pm  0.007$ & $0.004  \\pm  4.332$ & $0.272  \\pm  3.181$ & $0.998  \\pm  0.000$ & $1.249  \\pm  0.010$ & $0.324  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.731& $0.912  \\pm  0.007$ & $0.003  \\pm  4.315$ & $0.271  \\pm  3.173$ & $0.998  \\pm  0.000$ & $1.248  \\pm  0.010$ & $0.323  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.732& $0.913  \\pm  0.007$ & $0.003  \\pm  4.298$ & $0.270  \\pm  3.165$ & $0.998  \\pm  0.000$ & $1.247  \\pm  0.010$ & $0.323  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.733& $0.913  \\pm  0.007$ & $0.003  \\pm  4.282$ & $0.269  \\pm  3.157$ & $0.998  \\pm  0.000$ & $1.246  \\pm  0.010$ & $0.322  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.734& $0.914  \\pm  0.007$ & $0.003  \\pm  4.265$ & $0.268  \\pm  3.149$ & $0.998  \\pm  0.000$ & $1.245  \\pm  0.010$ & $0.321  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.735& $0.914  \\pm  0.007$ & $0.003  \\pm  4.249$ & $0.267  \\pm  3.141$ & $0.998  \\pm  0.000$ & $1.244  \\pm  0.010$ & $0.321  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.736& $0.915  \\pm  0.007$ & $0.003  \\pm  4.232$ & $0.266  \\pm  3.133$ & $0.998  \\pm  0.000$ & $1.243  \\pm  0.010$ & $0.320  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.737& $0.915  \\pm  0.007$ & $0.003  \\pm  4.216$ & $0.265  \\pm  3.125$ & $0.998  \\pm  0.000$ & $1.242  \\pm  0.010$ & $0.319  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.738& $0.916  \\pm  0.007$ & $0.003  \\pm  4.199$ & $0.264  \\pm  3.117$ & $0.998  \\pm  0.000$ & $1.241  \\pm  0.010$ & $0.319  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.739& $0.916  \\pm  0.007$ & $0.003  \\pm  4.183$ & $0.263  \\pm  3.109$ & $0.998  \\pm  0.000$ & $1.240  \\pm  0.010$ & $0.318  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.740& $0.916  \\pm  0.007$ & $0.003  \\pm  4.166$ & $0.262  \\pm  3.101$ & $0.998  \\pm  0.000$ & $1.239  \\pm  0.010$ & $0.317  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.741& $0.917  \\pm  0.007$ & $0.003  \\pm  4.150$ & $0.261  \\pm  3.093$ & $0.998  \\pm  0.000$ & $1.238  \\pm  0.010$ & $0.316  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.742& $0.917  \\pm  0.007$ & $0.003  \\pm  4.133$ & $0.260  \\pm  3.085$ & $0.998  \\pm  0.000$ & $1.237  \\pm  0.010$ & $0.316  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.743& $0.918  \\pm  0.007$ & $0.003  \\pm  4.116$ & $0.259  \\pm  3.076$ & $0.998  \\pm  0.000$ & $1.236  \\pm  0.010$ & $0.315  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.744& $0.918  \\pm  0.007$ & $0.003  \\pm  4.100$ & $0.258  \\pm  3.068$ & $0.998  \\pm  0.000$ & $1.235  \\pm  0.010$ & $0.314  \\pm  0.029$ &0.003\\\\\\hline\r\n",
      "0.745& $0.919  \\pm  0.007$ & $0.003  \\pm  4.083$ & $0.257  \\pm  3.060$ & $0.998  \\pm  0.000$ & $1.234  \\pm  0.010$ & $0.314  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.746& $0.919  \\pm  0.007$ & $0.003  \\pm  4.067$ & $0.256  \\pm  3.052$ & $0.998  \\pm  0.000$ & $1.233  \\pm  0.010$ & $0.313  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.747& $0.920  \\pm  0.007$ & $0.003  \\pm  4.050$ & $0.255  \\pm  3.043$ & $0.998  \\pm  0.000$ & $1.232  \\pm  0.010$ & $0.312  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.748& $0.920  \\pm  0.007$ & $0.003  \\pm  4.034$ & $0.254  \\pm  3.035$ & $0.998  \\pm  0.000$ & $1.231  \\pm  0.010$ & $0.311  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.749& $0.921  \\pm  0.007$ & $0.003  \\pm  4.017$ & $0.253  \\pm  3.026$ & $0.998  \\pm  0.000$ & $1.230  \\pm  0.010$ & $0.311  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.750& $0.921  \\pm  0.007$ & $0.003  \\pm  4.001$ & $0.252  \\pm  3.018$ & $0.998  \\pm  0.000$ & $1.229  \\pm  0.010$ & $0.310  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.751& $0.922  \\pm  0.007$ & $0.003  \\pm  3.984$ & $0.251  \\pm  3.010$ & $0.998  \\pm  0.000$ & $1.228  \\pm  0.010$ & $0.309  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.752& $0.922  \\pm  0.007$ & $0.003  \\pm  3.968$ & $0.250  \\pm  3.001$ & $0.998  \\pm  0.000$ & $1.227  \\pm  0.009$ & $0.309  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.753& $0.923  \\pm  0.007$ & $0.003  \\pm  3.951$ & $0.249  \\pm  2.992$ & $0.998  \\pm  0.000$ & $1.226  \\pm  0.009$ & $0.308  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.754& $0.923  \\pm  0.007$ & $0.003  \\pm  3.935$ & $0.248  \\pm  2.984$ & $0.998  \\pm  0.000$ & $1.226  \\pm  0.009$ & $0.307  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.755& $0.924  \\pm  0.007$ & $0.003  \\pm  3.918$ & $0.247  \\pm  2.975$ & $0.998  \\pm  0.000$ & $1.225  \\pm  0.009$ & $0.307  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.756& $0.924  \\pm  0.007$ & $0.003  \\pm  3.902$ & $0.246  \\pm  2.967$ & $0.998  \\pm  0.000$ & $1.224  \\pm  0.009$ & $0.306  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.757& $0.925  \\pm  0.007$ & $0.003  \\pm  3.885$ & $0.245  \\pm  2.958$ & $0.998  \\pm  0.000$ & $1.223  \\pm  0.009$ & $0.305  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.758& $0.925  \\pm  0.007$ & $0.003  \\pm  3.869$ & $0.244  \\pm  2.949$ & $0.998  \\pm  0.000$ & $1.222  \\pm  0.009$ & $0.304  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.759& $0.926  \\pm  0.007$ & $0.003  \\pm  3.852$ & $0.243  \\pm  2.940$ & $0.998  \\pm  0.000$ & $1.221  \\pm  0.009$ & $0.304  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.760& $0.926  \\pm  0.007$ & $0.003  \\pm  3.835$ & $0.242  \\pm  2.932$ & $0.998  \\pm  0.000$ & $1.220  \\pm  0.009$ & $0.303  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.761& $0.927  \\pm  0.007$ & $0.003  \\pm  3.819$ & $0.241  \\pm  2.923$ & $0.998  \\pm  0.000$ & $1.219  \\pm  0.009$ & $0.302  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.762& $0.927  \\pm  0.007$ & $0.003  \\pm  3.802$ & $0.240  \\pm  2.914$ & $0.998  \\pm  0.000$ & $1.218  \\pm  0.009$ & $0.302  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.763& $0.928  \\pm  0.007$ & $0.003  \\pm  3.786$ & $0.239  \\pm  2.905$ & $0.998  \\pm  0.000$ & $1.217  \\pm  0.009$ & $0.301  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.764& $0.928  \\pm  0.007$ & $0.002  \\pm  3.769$ & $0.238  \\pm  2.896$ & $0.998  \\pm  0.000$ & $1.216  \\pm  0.009$ & $0.300  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.765& $0.928  \\pm  0.007$ & $0.002  \\pm  3.753$ & $0.237  \\pm  2.887$ & $0.998  \\pm  0.000$ & $1.215  \\pm  0.009$ & $0.300  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.766& $0.929  \\pm  0.007$ & $0.002  \\pm  3.736$ & $0.236  \\pm  2.878$ & $0.998  \\pm  0.000$ & $1.214  \\pm  0.009$ & $0.299  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.767& $0.929  \\pm  0.007$ & $0.002  \\pm  3.720$ & $0.235  \\pm  2.869$ & $0.998  \\pm  0.000$ & $1.213  \\pm  0.009$ & $0.298  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.768& $0.930  \\pm  0.007$ & $0.002  \\pm  3.703$ & $0.234  \\pm  2.860$ & $0.998  \\pm  0.000$ & $1.212  \\pm  0.009$ & $0.297  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.769& $0.930  \\pm  0.007$ & $0.002  \\pm  3.686$ & $0.233  \\pm  2.851$ & $0.998  \\pm  0.000$ & $1.211  \\pm  0.009$ & $0.297  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.770& $0.931  \\pm  0.007$ & $0.002  \\pm  3.670$ & $0.232  \\pm  2.842$ & $0.998  \\pm  0.000$ & $1.210  \\pm  0.009$ & $0.296  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.771& $0.931  \\pm  0.007$ & $0.002  \\pm  3.653$ & $0.231  \\pm  2.832$ & $0.998  \\pm  0.000$ & $1.209  \\pm  0.009$ & $0.295  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.772& $0.932  \\pm  0.007$ & $0.002  \\pm  3.636$ & $0.230  \\pm  2.823$ & $0.998  \\pm  0.000$ & $1.208  \\pm  0.009$ & $0.295  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.773& $0.932  \\pm  0.007$ & $0.002  \\pm  3.620$ & $0.229  \\pm  2.814$ & $0.998  \\pm  0.000$ & $1.207  \\pm  0.009$ & $0.294  \\pm  0.030$ &0.003\\\\\\hline\r\n",
      "0.774& $0.933  \\pm  0.007$ & $0.002  \\pm  3.603$ & $0.228  \\pm  2.805$ & $0.998  \\pm  0.000$ & $1.206  \\pm  0.009$ & $0.293  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.775& $0.933  \\pm  0.006$ & $0.002  \\pm  3.587$ & $0.227  \\pm  2.795$ & $0.998  \\pm  0.000$ & $1.205  \\pm  0.009$ & $0.292  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.776& $0.934  \\pm  0.006$ & $0.002  \\pm  3.570$ & $0.226  \\pm  2.786$ & $0.998  \\pm  0.000$ & $1.204  \\pm  0.008$ & $0.292  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.777& $0.934  \\pm  0.006$ & $0.002  \\pm  3.553$ & $0.225  \\pm  2.776$ & $0.998  \\pm  0.000$ & $1.203  \\pm  0.008$ & $0.291  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.778& $0.935  \\pm  0.006$ & $0.002  \\pm  3.537$ & $0.224  \\pm  2.767$ & $0.998  \\pm  0.000$ & $1.202  \\pm  0.008$ & $0.290  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.779& $0.935  \\pm  0.006$ & $0.002  \\pm  3.520$ & $0.223  \\pm  2.757$ & $0.998  \\pm  0.000$ & $1.201  \\pm  0.008$ & $0.290  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.780& $0.936  \\pm  0.006$ & $0.002  \\pm  3.503$ & $0.223  \\pm  2.748$ & $0.998  \\pm  0.000$ & $1.200  \\pm  0.008$ & $0.289  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.781& $0.936  \\pm  0.006$ & $0.002  \\pm  3.486$ & $0.222  \\pm  2.738$ & $0.998  \\pm  0.000$ & $1.199  \\pm  0.008$ & $0.288  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.782& $0.937  \\pm  0.006$ & $0.002  \\pm  3.470$ & $0.221  \\pm  2.728$ & $0.998  \\pm  0.000$ & $1.198  \\pm  0.008$ & $0.288  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.783& $0.938  \\pm  0.006$ & $0.002  \\pm  3.442$ & $0.219  \\pm  2.710$ & $0.998  \\pm  0.000$ & $1.196  \\pm  0.008$ & $0.286  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.784& $0.938  \\pm  0.006$ & $0.002  \\pm  3.427$ & $0.218  \\pm  2.702$ & $0.998  \\pm  0.000$ & $1.195  \\pm  0.008$ & $0.285  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.785& $0.938  \\pm  0.006$ & $0.002  \\pm  3.411$ & $0.217  \\pm  2.693$ & $0.998  \\pm  0.000$ & $1.195  \\pm  0.008$ & $0.284  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.786& $0.939  \\pm  0.006$ & $0.002  \\pm  3.396$ & $0.216  \\pm  2.684$ & $0.998  \\pm  0.000$ & $1.194  \\pm  0.008$ & $0.283  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.787& $0.939  \\pm  0.006$ & $0.002  \\pm  3.381$ & $0.215  \\pm  2.676$ & $0.998  \\pm  0.000$ & $1.193  \\pm  0.008$ & $0.282  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.788& $0.940  \\pm  0.006$ & $0.002  \\pm  3.366$ & $0.214  \\pm  2.667$ & $0.998  \\pm  0.000$ & $1.192  \\pm  0.008$ & $0.281  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.789& $0.940  \\pm  0.006$ & $0.002  \\pm  3.350$ & $0.213  \\pm  2.658$ & $0.998  \\pm  0.000$ & $1.191  \\pm  0.008$ & $0.280  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.790& $0.940  \\pm  0.006$ & $0.002  \\pm  3.335$ & $0.212  \\pm  2.649$ & $0.998  \\pm  0.000$ & $1.190  \\pm  0.008$ & $0.279  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.791& $0.941  \\pm  0.006$ & $0.002  \\pm  3.320$ & $0.211  \\pm  2.640$ & $0.998  \\pm  0.000$ & $1.189  \\pm  0.008$ & $0.278  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.792& $0.941  \\pm  0.006$ & $0.002  \\pm  3.304$ & $0.210  \\pm  2.632$ & $0.998  \\pm  0.000$ & $1.188  \\pm  0.008$ & $0.277  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.793& $0.942  \\pm  0.006$ & $0.002  \\pm  3.289$ & $0.209  \\pm  2.623$ & $0.998  \\pm  0.000$ & $1.187  \\pm  0.008$ & $0.276  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.794& $0.942  \\pm  0.006$ & $0.002  \\pm  3.274$ & $0.208  \\pm  2.614$ & $0.998  \\pm  0.000$ & $1.187  \\pm  0.008$ & $0.275  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.795& $0.943  \\pm  0.006$ & $0.002  \\pm  3.258$ & $0.207  \\pm  2.605$ & $0.998  \\pm  0.000$ & $1.186  \\pm  0.008$ & $0.274  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.796& $0.943  \\pm  0.006$ & $0.001  \\pm  3.243$ & $0.206  \\pm  2.596$ & $0.998  \\pm  0.000$ & $1.185  \\pm  0.008$ & $0.273  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.797& $0.943  \\pm  0.006$ & $0.001  \\pm  3.228$ & $0.205  \\pm  2.587$ & $0.998  \\pm  0.000$ & $1.184  \\pm  0.008$ & $0.273  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.798& $0.944  \\pm  0.006$ & $0.001  \\pm  3.212$ & $0.204  \\pm  2.577$ & $0.998  \\pm  0.000$ & $1.183  \\pm  0.008$ & $0.272  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.799& $0.944  \\pm  0.006$ & $0.001  \\pm  3.197$ & $0.203  \\pm  2.568$ & $0.998  \\pm  0.000$ & $1.182  \\pm  0.008$ & $0.271  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.800& $0.945  \\pm  0.006$ & $0.001  \\pm  3.181$ & $0.202  \\pm  2.559$ & $0.998  \\pm  0.000$ & $1.181  \\pm  0.007$ & $0.270  \\pm  0.031$ &0.003\\\\\\hline\r\n",
      "0.801& $0.945  \\pm  0.006$ & $0.001  \\pm  3.166$ & $0.201  \\pm  2.550$ & $0.998  \\pm  0.000$ & $1.180  \\pm  0.007$ & $0.269  \\pm  0.032$ &0.003\\\\\\hline\r\n",
      "0.802& $0.945  \\pm  0.006$ & $0.001  \\pm  3.151$ & $0.200  \\pm  2.540$ & $0.998  \\pm  0.000$ & $1.179  \\pm  0.007$ & $0.268  \\pm  0.032$ &0.003\\\\\\hline\r\n",
      "0.803& $0.946  \\pm  0.006$ & $0.001  \\pm  3.135$ & $0.199  \\pm  2.531$ & $0.998  \\pm  0.000$ & $1.179  \\pm  0.007$ & $0.267  \\pm  0.032$ &0.003\\\\\\hline\r\n",
      "0.804& $0.946  \\pm  0.006$ & $0.001  \\pm  3.120$ & $0.198  \\pm  2.522$ & $0.998  \\pm  0.000$ & $1.178  \\pm  0.007$ & $0.266  \\pm  0.032$ &0.003\\\\\\hline\r\n",
      "0.805& $0.947  \\pm  0.006$ & $0.001  \\pm  3.104$ & $0.197  \\pm  2.512$ & $0.998  \\pm  0.000$ & $1.177  \\pm  0.007$ & $0.265  \\pm  0.032$ &0.003\\\\\\hline\r\n",
      "0.806& $0.947  \\pm  0.006$ & $0.001  \\pm  3.089$ & $0.196  \\pm  2.503$ & $0.998  \\pm  0.000$ & $1.176  \\pm  0.007$ & $0.264  \\pm  0.032$ &0.003\\\\\\hline\r\n",
      "0.807& $0.948  \\pm  0.006$ & $0.001  \\pm  3.073$ & $0.195  \\pm  2.493$ & $0.998  \\pm  0.000$ & $1.175  \\pm  0.007$ & $0.263  \\pm  0.032$ &0.003\\\\\\hline\r\n",
      "0.808& $0.948  \\pm  0.006$ & $0.001  \\pm  3.058$ & $0.194  \\pm  2.484$ & $0.998  \\pm  0.000$ & $1.174  \\pm  0.007$ & $0.262  \\pm  0.032$ &0.003\\\\\\hline\r\n",
      "0.809& $0.948  \\pm  0.006$ & $0.001  \\pm  3.042$ & $0.193  \\pm  2.474$ & $0.998  \\pm  0.000$ & $1.173  \\pm  0.007$ & $0.261  \\pm  0.032$ &0.003\\\\\\hline\r\n",
      "0.810& $0.949  \\pm  0.006$ & $0.001  \\pm  3.027$ & $0.192  \\pm  2.465$ & $0.998  \\pm  0.000$ & $1.172  \\pm  0.007$ & $0.260  \\pm  0.032$ &0.003\\\\\\hline\r\n",
      "0.811& $0.949  \\pm  0.006$ & $0.001  \\pm  3.011$ & $0.191  \\pm  2.455$ & $0.998  \\pm  0.000$ & $1.171  \\pm  0.007$ & $0.259  \\pm  0.032$ &0.003\\\\\\hline\r\n",
      "0.812& $0.950  \\pm  0.006$ & $0.001  \\pm  2.995$ & $0.190  \\pm  2.445$ & $0.998  \\pm  0.000$ & $1.171  \\pm  0.007$ & $0.258  \\pm  0.032$ &0.003\\\\\\hline\r\n",
      "0.813& $0.950  \\pm  0.006$ & $0.001  \\pm  2.980$ & $0.189  \\pm  2.435$ & $0.998  \\pm  0.000$ & $1.170  \\pm  0.007$ & $0.257  \\pm  0.032$ &0.003\\\\\\hline\r\n",
      "0.814& $0.951  \\pm  0.006$ & $0.001  \\pm  2.964$ & $0.188  \\pm  2.426$ & $0.998  \\pm  0.000$ & $1.169  \\pm  0.007$ & $0.256  \\pm  0.032$ &0.003\\\\\\hline\r\n",
      "0.815& $0.951  \\pm  0.006$ & $0.001  \\pm  2.948$ & $0.187  \\pm  2.416$ & $0.998  \\pm  0.000$ & $1.168  \\pm  0.007$ & $0.255  \\pm  0.032$ &0.003\\\\\\hline\r\n",
      "0.816& $0.951  \\pm  0.006$ & $0.001  \\pm  2.933$ & $0.186  \\pm  2.406$ & $0.998  \\pm  0.000$ & $1.167  \\pm  0.007$ & $0.254  \\pm  0.032$ &0.003\\\\\\hline\r\n",
      "0.817& $0.952  \\pm  0.005$ & $0.001  \\pm  2.917$ & $0.185  \\pm  2.396$ & $0.998  \\pm  0.000$ & $1.166  \\pm  0.007$ & $0.254  \\pm  0.032$ &0.003\\\\\\hline\r\n",
      "0.818& $0.952  \\pm  0.005$ & $0.001  \\pm  2.901$ & $0.184  \\pm  2.386$ & $0.998  \\pm  0.000$ & $1.165  \\pm  0.007$ & $0.253  \\pm  0.032$ &0.003\\\\\\hline\r\n",
      "0.819& $0.953  \\pm  0.005$ & $0.001  \\pm  2.885$ & $0.183  \\pm  2.376$ & $0.998  \\pm  0.000$ & $1.164  \\pm  0.007$ & $0.252  \\pm  0.032$ &0.003\\\\\\hline\r\n",
      "0.820& $0.953  \\pm  0.005$ & $0.001  \\pm  2.870$ & $0.182  \\pm  2.366$ & $0.998  \\pm  0.000$ & $1.163  \\pm  0.007$ & $0.251  \\pm  0.032$ &0.003\\\\\\hline\r\n",
      "0.821& $0.953  \\pm  0.005$ & $0.001  \\pm  2.854$ & $0.181  \\pm  2.355$ & $0.998  \\pm  0.000$ & $1.163  \\pm  0.007$ & $0.250  \\pm  0.032$ &0.003\\\\\\hline\r\n",
      "0.822& $0.954  \\pm  0.005$ & $0.001  \\pm  2.838$ & $0.180  \\pm  2.345$ & $0.998  \\pm  0.000$ & $1.162  \\pm  0.007$ & $0.249  \\pm  0.032$ &0.003\\\\\\hline\r\n",
      "0.823& $0.954  \\pm  0.005$ & $0.001  \\pm  2.822$ & $0.179  \\pm  2.335$ & $0.999  \\pm  0.000$ & $1.161  \\pm  0.007$ & $0.248  \\pm  0.032$ &0.003\\\\\\hline\r\n",
      "0.824& $0.955  \\pm  0.005$ & $0.001  \\pm  2.806$ & $0.178  \\pm  2.324$ & $0.999  \\pm  0.000$ & $1.160  \\pm  0.007$ & $0.247  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.825& $0.955  \\pm  0.005$ & $0.001  \\pm  2.790$ & $0.177  \\pm  2.314$ & $0.999  \\pm  0.000$ & $1.159  \\pm  0.007$ & $0.246  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.826& $0.956  \\pm  0.005$ & $0.001  \\pm  2.774$ & $0.176  \\pm  2.304$ & $0.999  \\pm  0.000$ & $1.158  \\pm  0.006$ & $0.245  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.827& $0.956  \\pm  0.005$ & $0.001  \\pm  2.758$ & $0.175  \\pm  2.293$ & $0.999  \\pm  0.000$ & $1.157  \\pm  0.006$ & $0.244  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.828& $0.956  \\pm  0.005$ & $0.001  \\pm  2.742$ & $0.174  \\pm  2.282$ & $0.999  \\pm  0.000$ & $1.156  \\pm  0.006$ & $0.243  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.829& $0.957  \\pm  0.005$ & $0.000  \\pm  2.726$ & $0.173  \\pm  2.272$ & $0.999  \\pm  0.000$ & $1.155  \\pm  0.006$ & $0.242  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.830& $0.957  \\pm  0.005$ & $0.000  \\pm  2.710$ & $0.172  \\pm  2.261$ & $0.999  \\pm  0.000$ & $1.155  \\pm  0.006$ & $0.241  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.831& $0.958  \\pm  0.005$ & $0.000  \\pm  2.694$ & $0.172  \\pm  2.250$ & $0.999  \\pm  0.000$ & $1.154  \\pm  0.006$ & $0.240  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.832& $0.958  \\pm  0.005$ & $0.000  \\pm  2.678$ & $0.171  \\pm  2.239$ & $0.999  \\pm  0.000$ & $1.153  \\pm  0.006$ & $0.239  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.833& $0.959  \\pm  0.005$ & $0.000  \\pm  2.662$ & $0.170  \\pm  2.229$ & $0.999  \\pm  0.000$ & $1.152  \\pm  0.006$ & $0.238  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.834& $0.959  \\pm  0.005$ & $0.000  \\pm  2.645$ & $0.169  \\pm  2.218$ & $0.999  \\pm  0.000$ & $1.151  \\pm  0.006$ & $0.237  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.835& $0.959  \\pm  0.005$ & $0.000  \\pm  2.629$ & $0.168  \\pm  2.207$ & $0.999  \\pm  0.000$ & $1.150  \\pm  0.006$ & $0.236  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.836& $0.960  \\pm  0.005$ & $0.000  \\pm  2.613$ & $0.167  \\pm  2.196$ & $0.999  \\pm  0.000$ & $1.149  \\pm  0.006$ & $0.235  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.837& $0.960  \\pm  0.005$ & $0.000  \\pm  2.596$ & $0.166  \\pm  2.184$ & $0.999  \\pm  0.000$ & $1.148  \\pm  0.006$ & $0.234  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.838& $0.961  \\pm  0.005$ & $0.000  \\pm  2.580$ & $0.165  \\pm  2.173$ & $0.999  \\pm  0.000$ & $1.147  \\pm  0.006$ & $0.234  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.839& $0.961  \\pm  0.005$ & $0.000  \\pm  2.564$ & $0.164  \\pm  2.162$ & $0.999  \\pm  0.000$ & $1.147  \\pm  0.006$ & $0.233  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.840& $0.961  \\pm  0.005$ & $0.000  \\pm  2.547$ & $0.163  \\pm  2.151$ & $0.999  \\pm  0.000$ & $1.146  \\pm  0.006$ & $0.232  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.841& $0.962  \\pm  0.005$ & $0.000  \\pm  2.531$ & $0.162  \\pm  2.139$ & $0.999  \\pm  0.000$ & $1.145  \\pm  0.006$ & $0.231  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.842& $0.962  \\pm  0.005$ & $0.000  \\pm  2.514$ & $0.161  \\pm  2.128$ & $0.999  \\pm  0.000$ & $1.144  \\pm  0.006$ & $0.230  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.843& $0.963  \\pm  0.005$ & $0.000  \\pm  2.497$ & $0.160  \\pm  2.116$ & $0.999  \\pm  0.000$ & $1.143  \\pm  0.006$ & $0.229  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.844& $0.963  \\pm  0.005$ & $0.000  \\pm  2.481$ & $0.159  \\pm  2.104$ & $0.999  \\pm  0.000$ & $1.142  \\pm  0.006$ & $0.228  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.845& $0.964  \\pm  0.005$ & $0.000  \\pm  2.464$ & $0.158  \\pm  2.093$ & $0.999  \\pm  0.000$ & $1.141  \\pm  0.006$ & $0.227  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.846& $0.964  \\pm  0.005$ & $0.000  \\pm  2.447$ & $0.157  \\pm  2.081$ & $0.999  \\pm  0.000$ & $1.140  \\pm  0.006$ & $0.226  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.847& $0.964  \\pm  0.005$ & $0.000  \\pm  2.430$ & $0.156  \\pm  2.069$ & $0.999  \\pm  0.000$ & $1.139  \\pm  0.006$ & $0.225  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.848& $0.965  \\pm  0.005$ & $0.000  \\pm  2.414$ & $0.155  \\pm  2.057$ & $0.999  \\pm  0.000$ & $1.139  \\pm  0.006$ & $0.224  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.849& $0.965  \\pm  0.005$ & $0.000  \\pm  2.397$ & $0.154  \\pm  2.045$ & $0.999  \\pm  0.000$ & $1.138  \\pm  0.006$ & $0.223  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.850& $0.966  \\pm  0.005$ & $0.000  \\pm  2.380$ & $0.153  \\pm  2.033$ & $0.999  \\pm  0.000$ & $1.137  \\pm  0.005$ & $0.222  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.851& $0.966  \\pm  0.005$ & $0.000  \\pm  2.363$ & $0.152  \\pm  2.021$ & $0.999  \\pm  0.000$ & $1.136  \\pm  0.005$ & $0.221  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.852& $0.966  \\pm  0.005$ & $0.000  \\pm  2.345$ & $0.151  \\pm  2.008$ & $0.999  \\pm  0.000$ & $1.135  \\pm  0.005$ & $0.220  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.853& $0.967  \\pm  0.004$ & $0.000  \\pm  2.328$ & $0.150  \\pm  1.996$ & $0.999  \\pm  0.000$ & $1.134  \\pm  0.005$ & $0.219  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.854& $0.967  \\pm  0.004$ & $0.000  \\pm  2.311$ & $0.149  \\pm  1.984$ & $0.999  \\pm  0.000$ & $1.133  \\pm  0.005$ & $0.218  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.855& $0.968  \\pm  0.004$ & $0.000  \\pm  2.294$ & $0.148  \\pm  1.971$ & $0.999  \\pm  0.000$ & $1.132  \\pm  0.005$ & $0.217  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.856& $0.968  \\pm  0.004$ & $0.000  \\pm  2.276$ & $0.147  \\pm  1.958$ & $0.999  \\pm  0.000$ & $1.131  \\pm  0.005$ & $0.216  \\pm  0.034$ &0.003\\\\\\hline\r\n",
      "0.857& $0.969  \\pm  0.004$ & $0.000  \\pm  2.246$ & $0.145  \\pm  1.935$ & $0.999  \\pm  0.000$ & $1.130  \\pm  0.005$ & $0.214  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.858& $0.969  \\pm  0.004$ & $0.000  \\pm  2.231$ & $0.144  \\pm  1.924$ & $0.999  \\pm  0.000$ & $1.129  \\pm  0.005$ & $0.213  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.859& $0.970  \\pm  0.004$ & $0.000  \\pm  2.215$ & $0.143  \\pm  1.912$ & $0.999  \\pm  0.000$ & $1.128  \\pm  0.005$ & $0.212  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.860& $0.970  \\pm  0.004$ & $8.464  \\pm  2.200$ & $0.142  \\pm  1.901$ & $0.999  \\pm  0.000$ & $1.127  \\pm  0.005$ & $0.211  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.861& $0.970  \\pm  0.004$ & $6.771  \\pm  2.184$ & $0.141  \\pm  1.890$ & $0.999  \\pm  0.000$ & $1.127  \\pm  0.005$ & $0.209  \\pm  0.033$ &0.003\\\\\\hline\r\n",
      "0.862& $0.971  \\pm  0.004$ & $5.078  \\pm  2.168$ & $0.141  \\pm  1.878$ & $0.999  \\pm  0.000$ & $1.126  \\pm  0.005$ & $0.208  \\pm  0.034$ &0.003\\\\\\hline\r\n",
      "0.863& $0.971  \\pm  0.004$ & $3.385  \\pm  2.152$ & $0.140  \\pm  1.867$ & $0.999  \\pm  0.000$ & $1.125  \\pm  0.005$ & $0.207  \\pm  0.034$ &0.003\\\\\\hline\r\n",
      "0.864& $0.971  \\pm  0.004$ & $1.692  \\pm  2.137$ & $0.139  \\pm  1.855$ & $0.999  \\pm  0.000$ & $1.124  \\pm  0.005$ & $0.206  \\pm  0.034$ &0.003\\\\\\hline\r\n",
      "0.865& $0.972  \\pm  0.004$ & $0.0  \\pm  2.112$ & $0.137  \\pm  1.836$ & $0.999  \\pm  0.000$ & $1.123  \\pm  0.005$ & $0.204  \\pm  0.034$ &0.003\\\\\\hline\r\n",
      "0.866& $0.972  \\pm  0.004$ & $0.0  \\pm  2.101$ & $0.136  \\pm  1.829$ & $0.999  \\pm  0.000$ & $1.122  \\pm  0.005$ & $0.204  \\pm  0.034$ &0.003\\\\\\hline\r\n",
      "0.867& $0.973  \\pm  0.004$ & $0.0  \\pm  2.090$ & $0.135  \\pm  1.821$ & $0.999  \\pm  0.000$ & $1.121  \\pm  0.005$ & $0.203  \\pm  0.034$ &0.003\\\\\\hline\r\n",
      "0.868& $0.973  \\pm  0.004$ & $0.0  \\pm  2.079$ & $0.134  \\pm  1.814$ & $0.999  \\pm  0.000$ & $1.120  \\pm  0.005$ & $0.203  \\pm  0.034$ &0.003\\\\\\hline\r\n",
      "0.869& $0.973  \\pm  0.004$ & $0.0  \\pm  2.068$ & $0.133  \\pm  1.806$ & $0.999  \\pm  0.000$ & $1.119  \\pm  0.005$ & $0.203  \\pm  0.034$ &0.003\\\\\\hline\r\n",
      "0.870& $0.973  \\pm  0.004$ & $0.0  \\pm  2.057$ & $0.132  \\pm  1.798$ & $0.999  \\pm  0.000$ & $1.118  \\pm  0.005$ & $0.202  \\pm  0.034$ &0.003\\\\\\hline\r\n",
      "0.871& $0.973  \\pm  0.004$ & $0.0  \\pm  2.046$ & $0.131  \\pm  1.791$ & $0.999  \\pm  0.000$ & $1.117  \\pm  0.005$ & $0.202  \\pm  0.034$ &0.003\\\\\\hline\r\n",
      "0.872& $0.974  \\pm  0.004$ & $0.0  \\pm  2.035$ & $0.130  \\pm  1.783$ & $0.999  \\pm  0.000$ & $1.116  \\pm  0.005$ & $0.202  \\pm  0.034$ &0.003\\\\\\hline\r\n",
      "0.873& $0.974  \\pm  0.004$ & $0.0  \\pm  2.024$ & $0.130  \\pm  1.775$ & $0.999  \\pm  0.000$ & $1.115  \\pm  0.005$ & $0.201  \\pm  0.034$ &0.003\\\\\\hline\r\n",
      "0.874& $0.974  \\pm  0.004$ & $0.0  \\pm  2.012$ & $0.129  \\pm  1.767$ & $0.999  \\pm  0.000$ & $1.114  \\pm  0.005$ & $0.201  \\pm  0.035$ &0.003\\\\\\hline\r\n",
      "0.875& $0.974  \\pm  0.004$ & $0.0  \\pm  2.001$ & $0.128  \\pm  1.760$ & $0.999  \\pm  0.000$ & $1.113  \\pm  0.005$ & $0.201  \\pm  0.035$ &0.003\\\\\\hline\r\n",
      "0.876& $0.975  \\pm  0.004$ & $0.0  \\pm  1.990$ & $0.127  \\pm  1.752$ & $0.999  \\pm  0.000$ & $1.113  \\pm  0.005$ & $0.200  \\pm  0.035$ &0.003\\\\\\hline\r\n",
      "0.877& $0.975  \\pm  0.004$ & $0.0  \\pm  1.979$ & $0.126  \\pm  1.744$ & $0.999  \\pm  0.000$ & $1.112  \\pm  0.004$ & $0.200  \\pm  0.035$ &0.003\\\\\\hline\r\n",
      "0.878& $0.975  \\pm  0.004$ & $0.0  \\pm  1.968$ & $0.125  \\pm  1.736$ & $0.999  \\pm  0.000$ & $1.111  \\pm  0.004$ & $0.200  \\pm  0.035$ &0.003\\\\\\hline\r\n",
      "0.879& $0.975  \\pm  0.004$ & $0.0  \\pm  1.956$ & $0.124  \\pm  1.728$ & $0.999  \\pm  0.000$ & $1.110  \\pm  0.004$ & $0.199  \\pm  0.035$ &0.003\\\\\\hline\r\n",
      "0.880& $0.976  \\pm  0.004$ & $0.0  \\pm  1.945$ & $0.123  \\pm  1.720$ & $0.999  \\pm  0.000$ & $1.109  \\pm  0.004$ & $0.199  \\pm  0.035$ &0.003\\\\\\hline\r\n",
      "0.881& $0.976  \\pm  0.004$ & $0.0  \\pm  1.934$ & $0.122  \\pm  1.712$ & $0.999  \\pm  0.000$ & $1.108  \\pm  0.004$ & $0.199  \\pm  0.035$ &0.003\\\\\\hline\r\n",
      "0.882& $0.976  \\pm  0.004$ & $0.0  \\pm  1.923$ & $0.121  \\pm  1.704$ & $0.999  \\pm  0.000$ & $1.107  \\pm  0.004$ & $0.198  \\pm  0.036$ &0.003\\\\\\hline\r\n",
      "0.883& $0.976  \\pm  0.004$ & $0.0  \\pm  1.911$ & $0.120  \\pm  1.696$ & $0.999  \\pm  0.000$ & $1.106  \\pm  0.004$ & $0.198  \\pm  0.036$ &0.003\\\\\\hline\r\n",
      "0.884& $0.976  \\pm  0.004$ & $0.0  \\pm  1.900$ & $0.119  \\pm  1.688$ & $0.999  \\pm  0.000$ & $1.105  \\pm  0.004$ & $0.198  \\pm  0.036$ &0.003\\\\\\hline\r\n",
      "0.885& $0.977  \\pm  0.004$ & $0.0  \\pm  1.888$ & $0.118  \\pm  1.679$ & $0.999  \\pm  0.000$ & $1.104  \\pm  0.004$ & $0.197  \\pm  0.036$ &0.003\\\\\\hline\r\n",
      "0.886& $0.977  \\pm  0.004$ & $0.0  \\pm  1.877$ & $0.117  \\pm  1.671$ & $0.999  \\pm  0.000$ & $1.103  \\pm  0.004$ & $0.197  \\pm  0.036$ &0.003\\\\\\hline\r\n",
      "0.887& $0.977  \\pm  0.004$ & $0.0  \\pm  1.866$ & $0.117  \\pm  1.663$ & $0.999  \\pm  0.000$ & $1.102  \\pm  0.004$ & $0.196  \\pm  0.036$ &0.003\\\\\\hline\r\n",
      "0.888& $0.977  \\pm  0.004$ & $0.0  \\pm  1.854$ & $0.116  \\pm  1.654$ & $0.999  \\pm  0.000$ & $1.102  \\pm  0.004$ & $0.196  \\pm  0.036$ &0.003\\\\\\hline\r\n",
      "0.889& $0.978  \\pm  0.004$ & $0.0  \\pm  1.843$ & $0.115  \\pm  1.646$ & $0.999  \\pm  0.000$ & $1.101  \\pm  0.004$ & $0.196  \\pm  0.037$ &0.003\\\\\\hline\r\n",
      "0.890& $0.978  \\pm  0.004$ & $0.0  \\pm  1.823$ & $0.113  \\pm  1.630$ & $0.999  \\pm  0.000$ & $1.099  \\pm  0.004$ & $0.194  \\pm  0.037$ &0.003\\\\\\hline\r\n",
      "0.891& $0.978  \\pm  0.004$ & $0.0  \\pm  1.813$ & $0.112  \\pm  1.623$ & $0.999  \\pm  0.000$ & $1.098  \\pm  0.004$ & $0.193  \\pm  0.037$ &0.003\\\\\\hline\r\n",
      "0.892& $0.978  \\pm  0.004$ & $0.0  \\pm  1.803$ & $0.111  \\pm  1.616$ & $0.999  \\pm  0.000$ & $1.097  \\pm  0.004$ & $0.192  \\pm  0.037$ &0.003\\\\\\hline\r\n",
      "0.893& $0.979  \\pm  0.004$ & $0.0  \\pm  1.793$ & $0.110  \\pm  1.608$ & $0.999  \\pm  0.000$ & $1.096  \\pm  0.004$ & $0.191  \\pm  0.037$ &0.003\\\\\\hline\r\n",
      "0.894& $0.979  \\pm  0.004$ & $0.0  \\pm  1.782$ & $0.109  \\pm  1.601$ & $0.999  \\pm  0.000$ & $1.095  \\pm  0.004$ & $0.189  \\pm  0.037$ &0.003\\\\\\hline\r\n",
      "0.895& $0.979  \\pm  0.003$ & $0.0  \\pm  1.772$ & $0.108  \\pm  1.594$ & $0.999  \\pm  0.000$ & $1.094  \\pm  0.004$ & $0.188  \\pm  0.037$ &0.003\\\\\\hline\r\n",
      "0.896& $0.979  \\pm  0.003$ & $0.0  \\pm  1.762$ & $0.107  \\pm  1.586$ & $0.999  \\pm  0.000$ & $1.093  \\pm  0.004$ & $0.187  \\pm  0.038$ &0.003\\\\\\hline\r\n",
      "0.897& $0.979  \\pm  0.003$ & $0.0  \\pm  1.752$ & $0.106  \\pm  1.579$ & $0.999  \\pm  0.000$ & $1.092  \\pm  0.004$ & $0.186  \\pm  0.038$ &0.003\\\\\\hline\r\n",
      "0.898& $0.980  \\pm  0.003$ & $0.0  \\pm  1.741$ & $0.105  \\pm  1.571$ & $0.999  \\pm  0.000$ & $1.092  \\pm  0.004$ & $0.184  \\pm  0.038$ &0.003\\\\\\hline\r\n",
      "0.899& $0.980  \\pm  0.003$ & $0.0  \\pm  1.731$ & $0.104  \\pm  1.564$ & $0.999  \\pm  0.000$ & $1.091  \\pm  0.004$ & $0.183  \\pm  0.038$ &0.003\\\\\\hline\r\n",
      "0.900& $0.980  \\pm  0.003$ & $0.0  \\pm  1.721$ & $0.103  \\pm  1.556$ & $0.999  \\pm  0.000$ & $1.090  \\pm  0.004$ & $0.182  \\pm  0.038$ &0.003\\\\\\hline\r\n",
      "0.901& $0.980  \\pm  0.003$ & $0.0  \\pm  1.710$ & $0.102  \\pm  1.548$ & $0.999  \\pm  0.000$ & $1.089  \\pm  0.004$ & $0.181  \\pm  0.039$ &0.003\\\\\\hline\r\n",
      "0.902& $0.980  \\pm  0.003$ & $0.0  \\pm  1.700$ & $0.101  \\pm  1.541$ & $0.999  \\pm  0.000$ & $1.088  \\pm  0.004$ & $0.179  \\pm  0.039$ &0.003\\\\\\hline\r\n",
      "0.903& $0.981  \\pm  0.003$ & $0.0  \\pm  1.690$ & $0.100  \\pm  1.533$ & $0.999  \\pm  0.000$ & $1.087  \\pm  0.004$ & $0.178  \\pm  0.039$ &0.003\\\\\\hline\r\n",
      "0.904& $0.981  \\pm  0.003$ & $0.0  \\pm  1.679$ & $0.099  \\pm  1.525$ & $0.999  \\pm  0.000$ & $1.086  \\pm  0.004$ & $0.177  \\pm  0.039$ &0.003\\\\\\hline\r\n",
      "0.905& $0.981  \\pm  0.003$ & $0.0  \\pm  1.669$ & $0.098  \\pm  1.517$ & $0.999  \\pm  0.000$ & $1.085  \\pm  0.004$ & $0.176  \\pm  0.039$ &0.003\\\\\\hline\r\n",
      "0.906& $0.981  \\pm  0.003$ & $0.0  \\pm  1.658$ & $0.097  \\pm  1.510$ & $0.999  \\pm  0.000$ & $1.084  \\pm  0.004$ & $0.175  \\pm  0.040$ &0.003\\\\\\hline\r\n",
      "0.907& $0.981  \\pm  0.003$ & $0.0  \\pm  1.648$ & $0.096  \\pm  1.502$ & $0.999  \\pm  0.000$ & $1.083  \\pm  0.004$ & $0.173  \\pm  0.040$ &0.003\\\\\\hline\r\n",
      "0.908& $0.982  \\pm  0.003$ & $0.0  \\pm  1.637$ & $0.095  \\pm  1.494$ & $0.999  \\pm  0.000$ & $1.083  \\pm  0.004$ & $0.172  \\pm  0.040$ &0.003\\\\\\hline\r\n",
      "0.909& $0.982  \\pm  0.003$ & $0.0  \\pm  1.627$ & $0.094  \\pm  1.486$ & $0.999  \\pm  0.000$ & $1.082  \\pm  0.004$ & $0.171  \\pm  0.040$ &0.003\\\\\\hline\r\n",
      "0.910& $0.982  \\pm  0.003$ & $0.0  \\pm  1.616$ & $0.093  \\pm  1.478$ & $0.999  \\pm  0.000$ & $1.081  \\pm  0.004$ & $0.170  \\pm  0.041$ &0.003\\\\\\hline\r\n",
      "0.911& $0.982  \\pm  0.003$ & $0.0  \\pm  1.606$ & $0.092  \\pm  1.470$ & $0.999  \\pm  0.000$ & $1.080  \\pm  0.004$ & $0.168  \\pm  0.041$ &0.003\\\\\\hline\r\n",
      "0.912& $0.982  \\pm  0.003$ & $0.0  \\pm  1.595$ & $0.091  \\pm  1.461$ & $0.999  \\pm  0.000$ & $1.079  \\pm  0.004$ & $0.167  \\pm  0.041$ &0.003\\\\\\hline\r\n",
      "0.913& $0.982  \\pm  0.003$ & $0.0  \\pm  1.584$ & $0.090  \\pm  1.453$ & $0.999  \\pm  0.000$ & $1.078  \\pm  0.003$ & $0.166  \\pm  0.041$ &0.003\\\\\\hline\r\n",
      "0.914& $0.983  \\pm  0.003$ & $0.0  \\pm  1.574$ & $0.089  \\pm  1.445$ & $0.999  \\pm  0.000$ & $1.077  \\pm  0.003$ & $0.165  \\pm  0.042$ &0.003\\\\\\hline\r\n",
      "0.915& $0.983  \\pm  0.003$ & $0.0  \\pm  1.563$ & $0.088  \\pm  1.437$ & $0.999  \\pm  0.000$ & $1.076  \\pm  0.003$ & $0.164  \\pm  0.042$ &0.003\\\\\\hline\r\n",
      "0.916& $0.983  \\pm  0.003$ & $0.0  \\pm  1.552$ & $0.087  \\pm  1.428$ & $0.999  \\pm  0.000$ & $1.075  \\pm  0.003$ & $0.162  \\pm  0.042$ &0.003\\\\\\hline\r\n",
      "0.917& $0.983  \\pm  0.003$ & $0.0  \\pm  1.541$ & $0.086  \\pm  1.420$ & $0.999  \\pm  0.000$ & $1.074  \\pm  0.003$ & $0.161  \\pm  0.042$ &0.003\\\\\\hline\r\n",
      "0.918& $0.983  \\pm  0.003$ & $0.0  \\pm  1.531$ & $0.085  \\pm  1.412$ & $0.999  \\pm  0.000$ & $1.074  \\pm  0.003$ & $0.160  \\pm  0.043$ &0.003\\\\\\hline\r\n",
      "0.919& $0.984  \\pm  0.003$ & $0.0  \\pm  1.520$ & $0.084  \\pm  1.403$ & $0.999  \\pm  0.000$ & $1.073  \\pm  0.003$ & $0.159  \\pm  0.043$ &0.003\\\\\\hline\r\n",
      "0.920& $0.984  \\pm  0.003$ & $0.0  \\pm  1.509$ & $0.083  \\pm  1.394$ & $0.999  \\pm  0.000$ & $1.072  \\pm  0.003$ & $0.157  \\pm  0.043$ &0.003\\\\\\hline\r\n",
      "0.921& $0.984  \\pm  0.003$ & $0.0  \\pm  1.498$ & $0.082  \\pm  1.386$ & $0.999  \\pm  0.000$ & $1.071  \\pm  0.003$ & $0.156  \\pm  0.043$ &0.003\\\\\\hline\r\n",
      "0.922& $0.984  \\pm  0.003$ & $0.0  \\pm  1.487$ & $0.081  \\pm  1.377$ & $0.999  \\pm  0.000$ & $1.070  \\pm  0.003$ & $0.155  \\pm  0.044$ &0.003\\\\\\hline\r\n",
      "0.923& $0.984  \\pm  0.003$ & $0.0  \\pm  1.476$ & $0.080  \\pm  1.368$ & $0.999  \\pm  0.000$ & $1.069  \\pm  0.003$ & $0.154  \\pm  0.044$ &0.003\\\\\\hline\r\n",
      "0.924& $0.985  \\pm  0.003$ & $0.0  \\pm  1.465$ & $0.079  \\pm  1.360$ & $0.999  \\pm  0.000$ & $1.068  \\pm  0.003$ & $0.153  \\pm  0.044$ &0.003\\\\\\hline\r\n",
      "0.925& $0.985  \\pm  0.003$ & $0.0  \\pm  1.454$ & $0.078  \\pm  1.351$ & $0.999  \\pm  0.000$ & $1.067  \\pm  0.003$ & $0.151  \\pm  0.045$ &0.003\\\\\\hline\r\n",
      "0.926& $0.985  \\pm  0.003$ & $0.0  \\pm  1.443$ & $0.077  \\pm  1.342$ & $0.999  \\pm  0.000$ & $1.066  \\pm  0.003$ & $0.150  \\pm  0.045$ &0.003\\\\\\hline\r\n",
      "0.927& $0.985  \\pm  0.003$ & $0.0  \\pm  1.431$ & $0.076  \\pm  1.333$ & $0.999  \\pm  0.000$ & $1.065  \\pm  0.003$ & $0.149  \\pm  0.045$ &0.003\\\\\\hline\r\n",
      "0.928& $0.985  \\pm  0.003$ & $0.0  \\pm  1.420$ & $0.075  \\pm  1.324$ & $0.999  \\pm  0.000$ & $1.064  \\pm  0.003$ & $0.148  \\pm  0.045$ &0.003\\\\\\hline\r\n",
      "0.929& $0.986  \\pm  0.003$ & $0.0  \\pm  1.409$ & $0.074  \\pm  1.315$ & $0.999  \\pm  0.000$ & $1.064  \\pm  0.003$ & $0.146  \\pm  0.046$ &0.003\\\\\\hline\r\n",
      "0.930& $0.986  \\pm  0.003$ & $0.0  \\pm  1.398$ & $0.073  \\pm  1.306$ & $0.999  \\pm  0.000$ & $1.063  \\pm  0.003$ & $0.145  \\pm  0.046$ &0.003\\\\\\hline\r\n",
      "0.931& $0.986  \\pm  0.003$ & $0.0  \\pm  1.386$ & $0.072  \\pm  1.296$ & $0.999  \\pm  0.000$ & $1.062  \\pm  0.003$ & $0.144  \\pm  0.046$ &0.003\\\\\\hline\r\n",
      "0.932& $0.986  \\pm  0.003$ & $0.0  \\pm  1.375$ & $0.071  \\pm  1.287$ & $0.999  \\pm  0.000$ & $1.061  \\pm  0.003$ & $0.143  \\pm  0.047$ &0.003\\\\\\hline\r\n",
      "0.933& $0.986  \\pm  0.003$ & $0.0  \\pm  1.363$ & $0.070  \\pm  1.278$ & $0.999  \\pm  0.000$ & $1.060  \\pm  0.003$ & $0.141  \\pm  0.047$ &0.003\\\\\\hline\r\n",
      "0.934& $0.987  \\pm  0.003$ & $0.0  \\pm  1.352$ & $0.069  \\pm  1.268$ & $0.999  \\pm  0.000$ & $1.059  \\pm  0.003$ & $0.140  \\pm  0.048$ &0.003\\\\\\hline\r\n",
      "0.935& $0.987  \\pm  0.003$ & $0.0  \\pm  1.340$ & $0.068  \\pm  1.259$ & $0.999  \\pm  0.000$ & $1.058  \\pm  0.003$ & $0.139  \\pm  0.048$ &0.003\\\\\\hline\r\n",
      "0.936& $0.987  \\pm  0.003$ & $0.0  \\pm  1.329$ & $0.067  \\pm  1.249$ & $0.999  \\pm  0.000$ & $1.057  \\pm  0.003$ & $0.138  \\pm  0.048$ &0.003\\\\\\hline\r\n",
      "0.937& $0.987  \\pm  0.003$ & $0.0  \\pm  1.317$ & $0.066  \\pm  1.240$ & $0.999  \\pm  0.000$ & $1.056  \\pm  0.003$ & $0.137  \\pm  0.049$ &0.003\\\\\\hline\r\n",
      "0.938& $0.987  \\pm  0.003$ & $0.0  \\pm  1.305$ & $0.065  \\pm  1.230$ & $0.999  \\pm  0.000$ & $1.055  \\pm  0.003$ & $0.135  \\pm  0.049$ &0.003\\\\\\hline\r\n",
      "0.939& $0.988  \\pm  0.003$ & $0.0  \\pm  1.293$ & $0.064  \\pm  1.220$ & $0.999  \\pm  0.000$ & $1.055  \\pm  0.003$ & $0.134  \\pm  0.050$ &0.003\\\\\\hline\r\n",
      "0.940& $0.988  \\pm  0.003$ & $0.0  \\pm  1.282$ & $0.063  \\pm  1.210$ & $0.999  \\pm  0.000$ & $1.054  \\pm  0.003$ & $0.133  \\pm  0.050$ &0.003\\\\\\hline\r\n",
      "0.941& $0.988  \\pm  0.003$ & $0.0  \\pm  1.270$ & $0.062  \\pm  1.200$ & $0.999  \\pm  0.000$ & $1.053  \\pm  0.003$ & $0.132  \\pm  0.050$ &0.003\\\\\\hline\r\n",
      "0.942& $0.988  \\pm  0.002$ & $0.0  \\pm  1.258$ & $0.061  \\pm  1.190$ & $0.999  \\pm  0.000$ & $1.052  \\pm  0.003$ & $0.130  \\pm  0.051$ &0.003\\\\\\hline\r\n",
      "0.943& $0.988  \\pm  0.002$ & $0.0  \\pm  1.246$ & $0.060  \\pm  1.180$ & $0.999  \\pm  0.000$ & $1.051  \\pm  0.003$ & $0.129  \\pm  0.051$ &0.003\\\\\\hline\r\n",
      "0.944& $0.989  \\pm  0.002$ & $0.0  \\pm  1.233$ & $0.059  \\pm  1.169$ & $0.999  \\pm  0.000$ & $1.050  \\pm  0.003$ & $0.128  \\pm  0.052$ &0.003\\\\\\hline\r\n",
      "0.945& $0.989  \\pm  0.002$ & $0.0  \\pm  1.221$ & $0.058  \\pm  1.159$ & $0.999  \\pm  0.000$ & $1.049  \\pm  0.003$ & $0.127  \\pm  0.052$ &0.003\\\\\\hline\r\n",
      "0.946& $0.989  \\pm  0.002$ & $0.0  \\pm  1.209$ & $0.057  \\pm  1.149$ & $0.999  \\pm  0.000$ & $1.048  \\pm  0.003$ & $0.126  \\pm  0.053$ &0.003\\\\\\hline\r\n",
      "0.947& $0.989  \\pm  0.002$ & $0.0  \\pm  1.196$ & $0.056  \\pm  1.138$ & $0.999  \\pm  0.000$ & $1.047  \\pm  0.003$ & $0.124  \\pm  0.053$ &0.003\\\\\\hline\r\n",
      "0.948& $0.989  \\pm  0.002$ & $0.0  \\pm  1.184$ & $0.055  \\pm  1.127$ & $0.999  \\pm  0.000$ & $1.046  \\pm  0.002$ & $0.123  \\pm  0.054$ &0.003\\\\\\hline\r\n",
      "0.949& $0.990  \\pm  0.002$ & $0.0  \\pm  1.171$ & $0.054  \\pm  1.116$ & $0.999  \\pm  0.000$ & $1.046  \\pm  0.002$ & $0.122  \\pm  0.054$ &0.003\\\\\\hline\r\n",
      "0.950& $0.990  \\pm  0.002$ & $0.0  \\pm  1.159$ & $0.053  \\pm  1.106$ & $0.999  \\pm  0.000$ & $1.045  \\pm  0.002$ & $0.121  \\pm  0.055$ &0.003\\\\\\hline\r\n",
      "0.951& $0.990  \\pm  0.002$ & $0.0  \\pm  1.146$ & $0.052  \\pm  1.095$ & $0.999  \\pm  0.000$ & $1.044  \\pm  0.002$ & $0.119  \\pm  0.055$ &0.003\\\\\\hline\r\n",
      "0.952& $0.990  \\pm  0.002$ & $0.0  \\pm  1.133$ & $0.051  \\pm  1.083$ & $0.999  \\pm  0.000$ & $1.043  \\pm  0.002$ & $0.118  \\pm  0.056$ &0.003\\\\\\hline\r\n",
      "0.953& $0.990  \\pm  0.002$ & $0.0  \\pm  1.120$ & $0.050  \\pm  1.072$ & $0.999  \\pm  0.000$ & $1.042  \\pm  0.002$ & $0.117  \\pm  0.057$ &0.003\\\\\\hline\r\n",
      "0.954& $0.991  \\pm  0.002$ & $0.0  \\pm  1.107$ & $0.049  \\pm  1.061$ & $0.999  \\pm  0.000$ & $1.041  \\pm  0.002$ & $0.116  \\pm  0.057$ &0.003\\\\\\hline\r\n",
      "0.955& $0.991  \\pm  0.002$ & $0.0  \\pm  1.094$ & $0.048  \\pm  1.049$ & $0.999  \\pm  0.000$ & $1.040  \\pm  0.002$ & $0.115  \\pm  0.058$ &0.003\\\\\\hline\r\n",
      "0.956& $0.991  \\pm  0.002$ & $0.0  \\pm  1.081$ & $0.047  \\pm  1.038$ & $0.999  \\pm  0.000$ & $1.039  \\pm  0.002$ & $0.113  \\pm  0.058$ &0.003\\\\\\hline\r\n",
      "0.957& $0.991  \\pm  0.002$ & $0.0  \\pm  1.067$ & $0.046  \\pm  1.026$ & $0.999  \\pm  0.000$ & $1.038  \\pm  0.002$ & $0.112  \\pm  0.059$ &0.003\\\\\\hline\r\n",
      "0.958& $0.991  \\pm  0.002$ & $0.0  \\pm  1.054$ & $0.045  \\pm  1.014$ & $0.999  \\pm  0.000$ & $1.037  \\pm  0.002$ & $0.111  \\pm  0.060$ &0.003\\\\\\hline\r\n",
      "0.959& $0.991  \\pm  0.002$ & $0.0  \\pm  1.040$ & $0.044  \\pm  1.002$ & $0.999  \\pm  0.000$ & $1.037  \\pm  0.002$ & $0.110  \\pm  0.061$ &0.003\\\\\\hline\r\n",
      "0.960& $0.992  \\pm  0.002$ & $0.0  \\pm  1.027$ & $0.043  \\pm  9.903$ & $0.999  \\pm  0.000$ & $1.036  \\pm  0.002$ & $0.108  \\pm  0.061$ &0.003\\\\\\hline\r\n",
      "0.961& $0.992  \\pm  0.002$ & $0.0  \\pm  1.013$ & $0.042  \\pm  9.779$ & $0.999  \\pm  0.000$ & $1.035  \\pm  0.002$ & $0.107  \\pm  0.062$ &0.003\\\\\\hline\r\n",
      "0.962& $0.992  \\pm  0.002$ & $0.0  \\pm  9.992$ & $0.041  \\pm  9.654$ & $0.999  \\pm  0.000$ & $1.034  \\pm  0.002$ & $0.106  \\pm  0.063$ &0.003\\\\\\hline\r\n",
      "0.963& $0.992  \\pm  0.002$ & $0.0  \\pm  9.851$ & $0.040  \\pm  9.527$ & $0.999  \\pm  0.000$ & $1.033  \\pm  0.002$ & $0.105  \\pm  0.064$ &0.003\\\\\\hline\r\n",
      "0.964& $0.992  \\pm  0.002$ & $0.0  \\pm  9.708$ & $0.039  \\pm  9.398$ & $0.999  \\pm  0.000$ & $1.032  \\pm  0.002$ & $0.103  \\pm  0.065$ &0.003\\\\\\hline\r\n",
      "0.965& $0.993  \\pm  0.002$ & $0.0  \\pm  9.563$ & $0.038  \\pm  9.268$ & $0.999  \\pm  0.000$ & $1.031  \\pm  0.002$ & $0.102  \\pm  0.066$ &0.003\\\\\\hline\r\n",
      "0.966& $0.993  \\pm  0.002$ & $0.0  \\pm  9.417$ & $0.037  \\pm  9.135$ & $0.999  \\pm  0.000$ & $1.030  \\pm  0.002$ & $0.101  \\pm  0.067$ &0.003\\\\\\hline\r\n",
      "0.967& $0.993  \\pm  0.002$ & $0.0  \\pm  9.268$ & $0.036  \\pm  9.001$ & $0.999  \\pm  0.000$ & $1.029  \\pm  0.002$ & $0.100  \\pm  0.068$ &0.003\\\\\\hline\r\n",
      "0.968& $0.993  \\pm  0.002$ & $0.0  \\pm  9.118$ & $0.035  \\pm  8.864$ & $0.999  \\pm  0.000$ & $1.028  \\pm  0.002$ & $0.099  \\pm  0.069$ &0.003\\\\\\hline\r\n",
      "0.969& $0.993  \\pm  0.002$ & $0.0  \\pm  8.967$ & $0.034  \\pm  8.725$ & $0.999  \\pm  0.000$ & $1.027  \\pm  0.002$ & $0.097  \\pm  0.070$ &0.003\\\\\\hline\r\n",
      "0.970& $0.994  \\pm  0.002$ & $0.0  \\pm  8.813$ & $0.033  \\pm  8.584$ & $0.999  \\pm  0.000$ & $1.027  \\pm  0.002$ & $0.096  \\pm  0.071$ &0.003\\\\\\hline\r\n",
      "0.971& $0.994  \\pm  0.002$ & $0.0  \\pm  8.656$ & $0.032  \\pm  8.441$ & $0.999  \\pm  0.000$ & $1.026  \\pm  0.002$ & $0.095  \\pm  0.072$ &0.003\\\\\\hline\r\n",
      "0.972& $0.994  \\pm  0.002$ & $0.0  \\pm  8.498$ & $0.031  \\pm  8.295$ & $0.999  \\pm  0.000$ & $1.025  \\pm  0.002$ & $0.094  \\pm  0.074$ &0.003\\\\\\hline\r\n",
      "0.973& $0.994  \\pm  0.002$ & $0.0  \\pm  8.337$ & $0.030  \\pm  8.146$ & $0.999  \\pm  0.000$ & $1.024  \\pm  0.002$ & $0.092  \\pm  0.075$ &0.003\\\\\\hline\r\n",
      "0.974& $0.994  \\pm  0.001$ & $0.0  \\pm  8.174$ & $0.029  \\pm  7.995$ & $0.999  \\pm  0.000$ & $1.023  \\pm  0.002$ & $0.091  \\pm  0.076$ &0.003\\\\\\hline\r\n",
      "0.975& $0.995  \\pm  0.001$ & $0.0  \\pm  8.008$ & $0.028  \\pm  7.840$ & $0.999  \\pm  0.000$ & $1.022  \\pm  0.002$ & $0.090  \\pm  0.078$ &0.003\\\\\\hline\r\n",
      "0.976& $0.995  \\pm  0.001$ & $0.0  \\pm  7.839$ & $0.027  \\pm  7.682$ & $0.999  \\pm  0.000$ & $1.021  \\pm  0.001$ & $0.089  \\pm  0.080$ &0.003\\\\\\hline\r\n",
      "0.977& $0.995  \\pm  0.001$ & $0.0  \\pm  7.667$ & $0.026  \\pm  7.521$ & $0.999  \\pm  0.000$ & $1.020  \\pm  0.001$ & $0.088  \\pm  0.081$ &0.003\\\\\\hline\r\n",
      "0.978& $0.995  \\pm  0.001$ & $0.0  \\pm  7.491$ & $0.025  \\pm  7.357$ & $0.999  \\pm  0.000$ & $1.019  \\pm  0.001$ & $0.086  \\pm  0.083$ &0.003\\\\\\hline\r\n",
      "0.979& $0.995  \\pm  0.001$ & $0.0  \\pm  7.312$ & $0.024  \\pm  7.188$ & $0.999  \\pm  0.000$ & $1.018  \\pm  0.001$ & $0.085  \\pm  0.085$ &0.003\\\\\\hline\r\n",
      "0.980& $0.996  \\pm  0.001$ & $0.0  \\pm  7.129$ & $0.023  \\pm  7.016$ & $0.999  \\pm  0.000$ & $1.018  \\pm  0.001$ & $0.084  \\pm  0.087$ &0.003\\\\\\hline\r\n",
      "0.981& $0.996  \\pm  0.001$ & $0.0  \\pm  6.943$ & $0.022  \\pm  6.839$ & $0.999  \\pm  0.000$ & $1.017  \\pm  0.001$ & $0.083  \\pm  0.089$ &0.003\\\\\\hline\r\n",
      "0.982& $0.996  \\pm  0.001$ & $0.0  \\pm  6.751$ & $0.021  \\pm  6.657$ & $0.999  \\pm  0.000$ & $1.016  \\pm  0.001$ & $0.081  \\pm  0.092$ &0.003\\\\\\hline\r\n",
      "0.983& $0.996  \\pm  0.001$ & $0.0  \\pm  6.555$ & $0.020  \\pm  6.470$ & $0.999  \\pm  0.000$ & $1.015  \\pm  0.001$ & $0.080  \\pm  0.095$ &0.003\\\\\\hline\r\n",
      "0.984& $0.996  \\pm  0.001$ & $0.0  \\pm  6.353$ & $0.019  \\pm  6.278$ & $0.999  \\pm  0.000$ & $1.014  \\pm  0.001$ & $0.079  \\pm  0.098$ &0.003\\\\\\hline\r\n",
      "0.985& $0.997  \\pm  0.001$ & $0.0  \\pm  6.146$ & $0.018  \\pm  6.079$ & $0.999  \\pm  0.000$ & $1.013  \\pm  0.001$ & $0.078  \\pm  0.101$ &0.003\\\\\\hline\r\n",
      "0.986& $0.997  \\pm  0.001$ & $0.0  \\pm  5.932$ & $0.017  \\pm  5.873$ & $0.999  \\pm  0.000$ & $1.012  \\pm  0.001$ & $0.077  \\pm  0.104$ &0.003\\\\\\hline\r\n",
      "0.987& $0.997  \\pm  0.001$ & $0.0  \\pm  5.711$ & $0.016  \\pm  5.660$ & $0.999  \\pm  0.000$ & $1.011  \\pm  0.001$ & $0.075  \\pm  0.108$ &0.003\\\\\\hline\r\n",
      "0.988& $0.997  \\pm  0.001$ & $0.0  \\pm  5.482$ & $0.015  \\pm  5.439$ & $0.999  \\pm  0.000$ & $1.010  \\pm  0.001$ & $0.074  \\pm  0.113$ &0.003\\\\\\hline\r\n",
      "0.989& $0.997  \\pm  0.001$ & $0.0  \\pm  5.244$ & $0.014  \\pm  5.208$ & $0.999  \\pm  0.000$ & $1.009  \\pm  0.001$ & $0.073  \\pm  0.118$ &0.003\\\\\\hline\r\n",
      "0.990& $0.998  \\pm  0.001$ & $0.0  \\pm  4.995$ & $0.013  \\pm  4.966$ & $0.999  \\pm  0.000$ & $1.009  \\pm  0.001$ & $0.072  \\pm  0.124$ &0.003\\\\\\hline\r\n",
      "0.991& $0.998  \\pm  0.001$ & $0.0  \\pm  4.735$ & $0.012  \\pm  4.711$ & $0.999  \\pm  0.000$ & $1.008  \\pm  0.001$ & $0.070  \\pm  0.130$ &0.003\\\\\\hline\r\n",
      "0.992& $0.998  \\pm  0.001$ & $0.0  \\pm  4.460$ & $0.011  \\pm  4.442$ & $0.999  \\pm  0.000$ & $1.007  \\pm  0.001$ & $0.069  \\pm  0.138$ &0.003\\\\\\hline\r\n",
      "0.993& $0.998  \\pm  0.001$ & $0.0  \\pm  4.168$ & $0.010  \\pm  4.156$ & $0.999  \\pm  0.000$ & $1.006  \\pm  0.001$ & $0.068  \\pm  0.148$ &0.003\\\\\\hline\r\n",
      "0.994& $0.998  \\pm  0.000$ & $0.0  \\pm  3.855$ & $0.009  \\pm  3.848$ & $0.999  \\pm  0.000$ & $1.005  \\pm  0.000$ & $0.067  \\pm  0.160$ &0.003\\\\\\hline\r\n",
      "0.995& $0.999  \\pm  0.000$ & $0.0  \\pm  3.516$ & $0.008  \\pm  3.513$ & $0.999  \\pm  0.000$ & $1.004  \\pm  0.000$ & $0.066  \\pm  0.175$ &0.003\\\\\\hline\r\n",
      "0.996& $0.999  \\pm  0.000$ & $0.0  \\pm  3.142$ & $0.007  \\pm  3.142$ & $0.999  \\pm  0.000$ & $1.003  \\pm  0.000$ & $0.064  \\pm  0.195$ &0.003\\\\\\hline\r\n",
      "0.997& $0.999  \\pm  0.000$ & $0.0  \\pm  2.719$ & $0.006  \\pm  2.721$ & $0.999  \\pm  0.000$ & $1.002  \\pm  0.000$ & $0.063  \\pm  0.211$ &0.003\\\\\\hline\r\n",
      "0.998& $0.999  \\pm  0.000$ & $0.0  \\pm  2.218$ & $0.005  \\pm  2.222$ & $0.999  \\pm  0.001$ & $1.001  \\pm  0.000$ & $0.062  \\pm  0.236$ &0.003\\\\\\hline\r\n",
      "0.999& $0.999  \\pm  0.000$ & $0.0  \\pm  1.567$ & $0.004  \\pm  1.571$ & $0.999  \\pm  0.001$ & $1.000  \\pm  0.000$ & $0.061  \\pm  0.294$ &0.003\\\\\\hline\r\n",
      "1.000& $1.0  \\pm  0.0$ & $0.0  \\pm  0.0$ & $0.004  \\pm  0.0$ & $0.999  \\pm  0.000$ & $1.0  \\pm  0.0$ & $0.059  \\pm  0.089$ &0.003\\\\\\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
}