From 5749fb1f9c5a6c51e948580e76ac0609680b9e57 Mon Sep 17 00:00:00 2001 From: acp29 Date: Sun, 16 Jun 2024 23:28:37 +0100 Subject: [PATCH] update matlab toolbox and readme file --- README.md | 6 ++++-- inst/bootlm.m | 8 ++++---- matlab/statistics-resampling.mltbx | Bin 348497 -> 348523 bytes matlab/statistics-resampling.prj | 2 +- 4 files changed, 9 insertions(+), 7 deletions(-) diff --git a/README.md b/README.md index c9dec6a..312b53d 100755 --- a/README.md +++ b/README.md @@ -18,7 +18,7 @@ If you use this package, please include the following citation(s): ### Description -The statistics-resampling package is an Octave package and Matlab toolbox that can be used to perform a wide variety of statistics tasks using non-parametric resampling methods. In particular, the functions included can be used to estimate bias, uncertainty (standard errors and confidence intervals), prediction error, and calculate *p*-values for null hypothesis significance tests. Variations of the resampling methods are included that improve the accuracy of the statistics for small samples and samples with complex dependence structures. +The statistics-resampling package is an Octave package and Matlab toolbox that can be used to perform a wide variety of statistics tasks using non-parametric resampling methods. In particular, the functions included can be used to estimate bias, uncertainty (standard errors and confidence intervals), prediction error, information criteria, and calculate *p*-values for null hypothesis significance tests. Variations of the resampling methods are included that improve the accuracy of the statistics for small samples and samples with complex dependence structures. ### Using the statistics-resampling package online @@ -116,7 +116,9 @@ Below are links to demonstrations of how the bootstrap or randomization function * [Statistically evaluate the number of modes (i.e. peaks) in a distribution](https://gnu-octave.github.io/statistics-resampling/function/bootmode.html#1) * [Correcting sample size calculations for a two-sample test with nested design](https://gnu-octave.github.io/statistics-resampling/function/sampszcalc.html#6) - + + * [Comparing linear models using bootstrap estimates of prediction error, information criteria and relative likelihood](https://gnu-octave.github.io/statistics-resampling/function/bootlm.html#15) + For examples of how to import data sets from a human-readable text file, like a tab-separated-value (TSV) and comma-separated-value (CSV) file, see the examples in the JupyterLab Notebook at [statistics-resampling-online](https://mybinder.org/v2/gh/acpennlab/statistics-resampling-online/jammy-docker?urlpath=/lab/tree/statistics-resampling.ipynb) [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/acpennlab/statistics-resampling-online/jammy-docker?urlpath=/lab/tree/statistics-resampling.ipynb) and the last demonstration listed on [this page](https://gnu-octave.github.io/statistics-resampling/function/randtest2.html#5) ### Issues diff --git a/inst/bootlm.m b/inst/bootlm.m index e5823cf..7c795c2 100755 --- a/inst/bootlm.m +++ b/inst/bootlm.m @@ -2906,10 +2906,10 @@ %! 16.71;05.08]; %! %! [STATS, BOOTSTAT, AOVSTAT, PRED_ERR] = bootlm (sr, {pop15, pop75, ... -%! dpi, ddpi}, 'seed', 1, 'continuous', [1:4], ... -%! 'model', 'linear', 'display', 'off', ... -%! 'varnames', {'pop15','pop75','dpi','ddpi'}, -%! 'contrasts', 'treatment'); +%! dpi, ddpi}, 'seed', 1, 'continuous', [1:4], ... +%! 'model', 'linear', 'display', 'off', ... +%! 'varnames', {'pop15','pop75','dpi','ddpi'}, +%! 'contrasts', 'treatment'); %! %! PRED_ERR %! diff --git a/matlab/statistics-resampling.mltbx b/matlab/statistics-resampling.mltbx index e930a384ccb9a70d7cb655d2270ff5065cbfa579..d55193ca863ed82168696524123399567ff6463a 100644 GIT binary patch delta 22243 zcmYJ2Q*fXQ({5wi_QbX|v2EM7-q^P7WWtGUdt%#}WMZH1-#4eKFIH7QecN4KYoQqP zvKSLlNfsOe0|W#F2IQo3z7cT(6#SxdzIh##5&1uWLzTw;4>V{eFp&P&(yDnw!5l;f z0XdURF{Z_778jaB|1W^8+JOHbOgbb#{U5X$nuF?6A^zV?kzh2vGad*?MaEbxC@sLM zWW?r%Ag<|-E{hAMr^?K}NxErW%c$*g89dd}jEVnF`2KtD9s8Z?{)g}EM2*>cW`2I8 zKTaonL#p?`Eyt`0tgfSTZs`hKUvzpeEGU+k6fdmOfz(rLZnF@IiDrI83;IY&I~=hg zGB}s~M(yNde#DeibMM3mZ6YMLCleqBls#RMJLezC6ONzM>(9w%dN~tLxfd@2q@P5m zxcC(lsgU$=rbMN7*|A=K{2If)8?Wu3>LMd}X1%c`x@D~pP=20lbt=Z+uFXh<@O$`t z?RNrCpW!9DxrVu4Q;&w61lx9;0xQ0*&I`a3M1sD7e)ntK((U{D$nq}NrYW%Mxa%;P z(ZbB{VSs$n2`u(mjA1%~)C9Z`#zB+zv%Xw@MprT8_Tl|Vvu;=)jSe{7ZRR%~N)0KN zwF;Iupm$ZfpX0>O33?%N*$&H324UP5UEABRam}83VBTZ=}%!M zK@31DU1}}}GUmT#eFHtiz8f#@XzmN^*+F53%-{|vu^>?^nVpa_ zypL$Y;qlYO{K2vn>F^}}afi4+np`H%ESqPn)PT8}- zf3kUOnpp-<q$GBjv;_%7numW^EoHeAL{T>FkX}X^n_cwzfB4e1a}WK3Nk>|;);d)qk{zrjzkHOGKeaHphY`_ zp|4qqV2tp8seN7@SCrxC@wrN9hEW z%z^|p!xROwPB}3=!ghy<^@%nuerct2D2&nqbW_~myuoTbRk5do>`=Z1rSO>4)kHrRs3V5L&xS#^5tb3z2`&oBX5ta3ri$1>TuSHB2*~PW zx+KsdasB`h|HM>k+*?fR% zAu9yoK_O*364&|~abHU7qWLETDu!)Ht;+lpO(jd+KQ*0(R3hfnw|~>(yN7K$^#nkU z7tn0ZM7QOXkr(I+C*2Ok4M#+QK1%yo*HGdKnMm=x#RJ!!02WOg&`Lo4Tn^bT>ILYTZI3LAbU7$s$B|Go)^sJ1Qgj5^PQC2Z*AYmZWjRa_jnEgrk#RF$j)FG3e zT2hyzJbu!2m>x1$49c5iBlHIeU8uptASkYxfjR~-2)l|oX_kro=+I<9N%1;snv-#b zis6m0hw$S}KPobn8qXyny@{uGo_{SIKWRTJs4U_=PML3IxxW`XP(K}?7VU)#0fs2V ze<;jPfRu$+nK%UWKfyg1YgCx3HlC0H_6AWZ zRx(b`Ntm4kj9#k{Yl zx#KZA$}FHhrZJ&66!}uQ6k`((cSg0se4zA&c6_xIooCw#O=N=%VR9ndxMhP&N~)Fe z4S5O5fV02FN_;7uuvB?NwP}D=>I8ZBu*_*$r>l*e7RLC4}|P}2Z}TVOrg=mzpz9~h|n)j{KU`5he&OmhB>HSbVFWl zxNfR%H6S3?t%X)F?r64*^b{7jw?6#r^H5+mNWHbpl-v;H(2A(&H;$p-#)ma3c<@x-1 zeK0dzLZ6XQ^u!a`W;J69d)0vvSn!}a5>u5gk}_Dnu&+t}*=i<}mbEPEB6royYJ6Ss znCs#{!4`FiuQbK%9SE8NxsYK0QDXw~;r=m8%8lu^&3ou$3dkI#;0%tn2$xRqCZ2kJ zZm+cVbx9g+JYSJxY(tbCHo?n5*O79Mm0ZWTL9FEoTkuVx+Z6}Ffnnc={UfsBIsAC& zH0lu1)87&bd@J&u-`Ewr)&2c;Bfy6YpYYjVLR0ve{An&a{#*A;@a({yJ1xmdS9cm6 zGt(o+NB>BW7x=B}l29nIm-w6~5V;xgYxeu=dH3rc_+f?&#v8bhS@_EFz^}_lp{R62%p| zRFJ*^3^x3gq0SKj`a-5x=duuz3-pzaTb*!&n=Nl(eSUa9j|Gs({dY!=R`fzgh zcK&Rg=&x*#hO*`6rz9;qOSmVAO?}-B)-uNi^1E3|ZwOpIP+KA_V=BZWgoCLE>hhgx z!V~0aM@fbQPaz1Dearp{4vVu%6MK+>l5cw79gJw%>+Te}g4fgWYbG)|YKb<4icOoc z2tJML38V=P$dE^uF|CCgo)YnO^>SYqe7yd82eYsbvUVD$n(8Q!P_$<>V`e8{qY8%x z3Q2*`kC^mQC_+~`zrQ;2o|v}y+*qs=tg(N!EPuoXBnwkVVy7|0*FvFHZ+Ir+3&P4c z(9;h!wSx#Rk(E=T8hNoyE6WlPB`v6^+zO7D80~4SlS;!LI)i~h*z%b?2;bomks&E$ z%JZFU_)6FM)bP4Rz%Y!`OQ(=BEjoiij!C4xoRF-b2&p}uaD zrl4mp#Cf?iOe$y^@jL94Gx7je8kyCIH4iqSp2d#YReHRA%p9SU?pUWc*G+W?&Y~63 zA84C$>SPaIDJHB;;bYt%TzPZE@-mGRi`ZdurJ2t51Dm~K1BH;u%eXy_v7j4WBarrq zf*oM8-n9I?#|~g%d)%Gk$2ye=8@qh{+?qdNUWpDp+*r&XG++yB!NLvJ8;5%6M+L2E zb}G%2+GeTf#{(Og3`I$Tz4o_&NN5?x&fNz#&TJ5v(#nrWgPBk=7^A(Ch7SgOQTH1h z6?C2~h?tZC#QuNgLpY)!t{X%(o=VI5A|UQV60j92MI!O)12ujeVq94@I#G!wNZD3R z9D19hGLt=e#oVWL<-;m>KUJK6?Vm;`!ThQ#y{n9IRuFLEQF2vreoc7+3UPJQ-{7JS zSGO^OXM3v42O2i!KXfY%$bm^!5weIQ-9q4GE`YD^Y;OhvD99jCdVdo7$*3k^ z^0^?4rmt|3$#u(Qla=^2 znoz3iDMV35@Kp$b5i_=e6I{>vlC6`dEuYL`rIq30;UF>w330vc1_n!-4ZKx{U?xjF z-?Z463sn202iOw%ilwRo0aV4k*8o7Oe3t=>x z!j%CKdi8cNk;~DBj0D&}r&~H$TFVU0etm;31Z6z&#DV)jyCa<&ZMx!QRf-QSt~g12 zbuy}W87cw;okcO7!A~xGV*I8u*>XZ0R~+?xN$XW+U2gQoUPH9PVSIpHcGO&4G8-n= z26Pk*PDCr>wqV(U$EiKk?>O~mp2-}H)+g;%bo_RdR5TJ3C{m_PFqQ9F(xPH2BvM{iOjNMQs>FJ6EFM> zj_AOopu!$o>EoZ1GGF9GAW8!+->>i&>N(L-d=fQ)^qB4_mD2&Y!Pe@^5Lb1YJ%ZEH zQhAU+!XIwWYZLg#CT(p$W%DffC43x)ID~mHq~p>Zu0;lfGJbTYKu=UW)kO?@t;UJW-H$DhHWDY% z%wQETQgMMs#t)pDxW6nr!W~PapJE4v{6--f?+yaTFK#?z)W$-pCL}i)dAz4v#?Cuj z8ncIjcg2#td?@!shaur;Zq!Zywc>_-E#Y=2@z5AzI4?ti+p7iKa0J%J^(`1VlwT~hFxOrJsYCCWV~O#t zg2W?Nnfj^cP1CP!mkG9rt=rRaNm*BLPGFpEV$C$O&~`mV(pPz)Z?8r0!Ym|%E@T!k z%u7P`K;36*!)hliS=xJyLa{a49awcEI_P}m|0?GvuIIa+r@Tp{Atuk^ndCEG1*-!p z?cv$_#2p#Pdkb$-xR9}Dj5^+_mW zR2$Kn@Gyr$RMgW{kR!~zAbK}nwc-IPn^kS^Fa%Au{lws~fA-^CoPajiMN}K|=N1L} z59_B~u~}ibex=5XUPX8#a7i_cWOa59(9C*NZe#h{zK&e1MU|jFu)L?ZUczPia70e= zm&j@n>jyDkU@7($RoS=_od54pIg9|-_yoSg z3%g*X-)ZoZfDzWC933A5r?qQ__>yy`swsAQ_907b2`#Qoxap%HNk-)Mu2c$l%l!hT zWk2WUq>gMh9J>YjcJD&iDSeh#u~@NEIl9CNqqewt`d_YrOXJ8iOt7r=9;a$~rH&E0 z>J7QX%3(y_60SPB$0omMl7C!IlLmZ(hp35vPk5!m-v==JzPw zxzx}MbI<{6ZQKgF>=vNVs^V`F?SZ+Qc!i^SbYpD?{OP3qmcvV$2zF-_ytGXd^C2#Xe@s3&SC3Sz%PZfe`Wv1&aTJQ1#$>@MT?9%>`T`RJ+i4h$nyk;E= zEXx6xcPtuP!`hvtug$sF<1<&CzigNjT@{~tx^3ok@frO$H@>!eL2!JZi##`ky3QKE zAoH1xK8bgm?wfZuQ|N%FuY>ot(-jAPdtZ>|SYkaXA!?jwa519=n0g|?spK=|T?Uk~ zu{)GfY1MjTkT$~%#SHR#GQl*eTc@>m3hCFU9|@}TD3-WP60jm*oBj8GM#Q)H`cauC zo}|;_LMR}{uZ0dX;T`>=J7gV27D~8)sgFHV+=B$ zr3ixu1|C(gVRteV1|0aqcPf}=c==QBjyA^|aow!DwD>L-rm7h(>c5m^ewrX2Iz@l7 z_$zjovgKn~r~L)SVHrxi?+rH(I*0wxPV}~bpe=@>7a9$?@Io@LW-R23c?(orel^hq zY3|ACqIsPEooLXQb7G5fX4vr&HufRoB&eYR%msZs z*nQkj%&@>5sM=T5ukCrks4r?YbND$@@D}3bI}@kh$fdv-nzSpb0nz5L7%FrS8K@~W zbhJxAQvTNTLl9kYi& zi&ZbX94i1z8K+NMx!_cIURrO{iHq~*sO}~X8|346iASAg5P0>oNUD;;ltBQ9sjmQubv96EzmglnTv{dWjFVkJ6YG+Hrz$BxF5xf;--wW zn0Mk~6X+45!x@YUf2gV@?1bRXK7;Act3#kUtn5FH-*x+zw|s?_>%Z~>{A~`a*(dyj zQ!ijU=`_7(nd&T;Jys+K$b6I{g4CC^Q!s##$%IJR+q2$3)J!qhBQFW#%)PjG)?h+= zfX$Q%n({EIJ>~Ji8kxT0N4UJ%m)rEs$B=%*B9hdUP^sg~-5ve{+A z@w&VIUiUtEAa`&7bZk4kZs``--2`lX18;YB{11sbMzKWgBIJdy3d44h`CdLB89x9a~4{lUX5^@0MlYIcK`- z`Ih~U1^GTO|N0pRy*ps#g!Rkf)Cl-#cJ^(F&_XqCOWV?>Mvp6~t8I>J^^F<|_?-T) zcF*!wU$VkHn`IvN)7si@$d1v&=_B}!2Q2ehxyN9 z#nyw)QT;~-tDsl(|B*Zd*dyG3B#sOg`13!<)ftpK;S~V_GSs%H0w$;qtXv9+N(2no zb?voY##%N}cvM$xXQ%IVk~B0ycoXTDuA+|Hph{QPa5UnF@Mp;<52)d5DXlC8o1sGv z&TdGQH1E9n$2j{K3S3HCbOTB{nD5TTTU{!!@mRxyP65bdTiW%Sv;)RgyQ@-8Pij^) zNP$?T?T~45pE|e+HF00#Wq6fbb61$ixb;bFkpeoMl_{k0k6DTs zC~?DdEQwzNy|rON^5dU! zM~!aLk31Ul#xBb^c(P@z%_!ZbMoPZ0cN;&65+K;*40OR}3J zm-L0;yor84-=VZ1!?@F(rL<=aWMyFBCnlNMeR>AvdI;q|eu+K> zg%jMWhF*b7T{wc8k8XE-pfC|d`$$9;+gnEl$iD*^?i;FVj@CFYkl(W?l(fwM61YVk zNDe@WplE~Z^$}F6b4hR6)H;9xhPRBXuCpn+Z+nz@v={Jir{bIBaC%gpI2Jc_Y@CgA z7Ob(<3w8Bm@#U)7YMU!odd31>TR2#OYt!}_*Si3Jc{h!bjm|*i+ul}Mjn(01_r^xj zm3&|T8i6t7y$)L^I^=CsIjeL zA&6&YLek1Mr5Y0l`Zh-brlC%l<}T)8bk(2dwI@)ZL5qDt!YLfcG>Bp%xV&TOm6H00Xc9OgVc7QY`p{H?_G~VfzY0|csu_uW!z#Dt}S4L z_)*V4!Ot04f4$^{F`o>v(wmVFx2Oi=aI4TUxoAe4b7V5U?>v-=TT{{Ec7vdT!w)M2 zgM|~X41B^xKOUc%9x_mi(cLQy;O6EP;Nja95Zr}2nU?JD&=4R(DmSuJK`32alOpk{ zet^{uw>)lE`SItkC=!IpuTq8k;c(!e^f<@vWoh%4?dU>iFEh7KqJCYIX!jB&efIeX z)wFx)z8_;EuV%4?AShk@fOsSQW>8*d$(E(3NUXuhmlJQH%M=8(Su?1WZgO0a3XKFr zcF!h)T*h~KUD3kaW{wD2d1gL~k&zZP0W%+=Md%RNO5py8-nb8%ix(X^oe==5EZJ$3 zUSXqk&wqJ1yJl-A`@FVpvMQXf?(#Yd5~VLeMjc z_)HesdpL@tC%Q|^XA(pgX3qMJyWv~x@a4dL*n(1HMZDKWbvP)W zn&cVptiJl9;BUdE27WZ3CE-)Qh0^{B5d^VARf~faw_U|uq$n)DSa(M`B{RFoW}r01 zL`UXY-@qlj7$mu`oSSEtNVQ2ezxd#?JsftYFti#!580$y_E1$ro(D)tU&X+T%2dHr z=VecB3g8q2k)0QramJku12Hwv$}!FCc)UuZm1iv&=1i}h1n z)twAH*3zM*foODaLW*n<0s1U6nl3rG9!sk=8D7_!b=euZFmH`j(Hf)h4-Hw2+%M5HCmGfFVJQ4fhfR{zJ3RW5I9{)^v2sEK- zymwih5zi9qiOc5xkS7jOGO2=gOHWIOGWs^o2`|FJ*JWmC!mfQx zNg;rN7$H&%L9&c7E}TQy_$p^-7d4~a*g?s;dUtsez7{w~2q5Qka*m94u6c!fz<9xZ z+wY0Ddz;G2NDnw=@+am7SEylm(fwA14Y!~E#e2E^tP~MI544$+aEK6u+h$?zuRb@q zb-_*~D^n2Lxnx+?-Uqt=k%446LCGqxp@WF`P8PWPEBXIzz<1Nj&w6KkPhZoGQ{8!TX3^!n(aOKaUP$}hk4{K6}2YSX-| z9dX*qxgvCg`i_YoGAvTPAanlvxL$CWv6F!xsUv0+10Wj96tOcg$7|^4NyRc>&gBy= zIcFRwsY_8J+5;W_tt$$j9~)3AFQ*orDpa`ib9fdxWy&r)8Zgn4Bsmd9#|dlJK(9Fe z`Hk1xE9{-3aPqsxw&l7d&N8m$mxg|>D!=?`*9OZX%6rb2@rc%7bdl4OzCDhdYbI^+ zkBypJM?kW_m4VY!tczj8_SR9-jrUBXectZR6cbD&uKTUjRR}Yuv_KqV>wNi_0-)~W&87!^b3T=yXKiw?z zr~D*U`eDgaa3Uvqh?IDZUpcG%_LqGx)l+YNR2NtSGKu2mlw7`kGa zBw+Ctku@vsFU%8kEzUd~7Z8|ZS|#%tsI5m0PfmG1*br~VKT6Lr(Ow{Dl6;7ht8IGG z2A_(0q%&F(2uC!!Zx@zh%uwQ9vohb7a7?*+Yv0llKMVEfj;N0`m(B1N+UL`1w>Esc z;_kf~zt*pK`7irRrmybafEHRR9~|X}5kQ2pJ7yM-5UCI_=w_$fcVK-(e4fO_=Tbh( zT22;q=6N|6uk~Tl=)Y$oc5yN{JBZzf12yViCF4@;{I>3fV5_DvR``njY-5y;b73lw ztYo~vw*BYWHHPsy*P+526>pY!z^fg7n5Ggx&9RGxZj>d0XS#{n3-{$OQH(6JBQWM> zd_A)3AbYGmFN1MiFpDtV!vFD8ZcwE+#<7(b2WRJm9=S*P%akdeRphaY2`TJbD1EdI zn^C;Qb+<~JjFS4hpqrg%Ddp0v@_SH6u7X@)BfR2oQ*7(L zZld7g@471;lY*134eOQ_8~N>}CBR8EX)(7D20g5j(bXmelM3en?U2LrLn!;RkBZ>o z8Bz&qB$hlE6{SkoFQP@HdBHfUEG*PCp<( z;`uhh?-ET0o*dX8D))ih5?%YP@~o){mM0m9fLN?Y!P8tXVML zf~3j>P}=4WR>V+rwc4V-0^P#*R^zfHZ1k8nUo0_{C$Gsnrq$QTKYXP++{$p8WK80e z%c^9|8Ga_0ZVuSNFNPg81%!`Hi{&H)E3?L(D|^1fKm+w>94cs?NFKwqc-KMR{?rkL zh~5mXM=k%#yN@Z2K~^2OlM2wxaA&GkKzh(APASK|Y!LR@48COLfN@#{7#`!jUm>c^ z;Wx>%hbL4_mOW8SSgF5da_g##E1C*7O|U4(3Bxt3UDyPZEpTEYqm~P`dFiAhM9qyT z)NMi0qRg-SU^G)Alr}!%gWtQHxNBoFNZok+3MCAN(x9`{oprDDp-tJL9H@oteDlId zG+m1B0=MgyxJ^hKfo+?XVGtieITe<2=YGLb^3*$)*h24JZS*|LVsJh#zcr=5HH(hW zo8IqPmM*tn4BgE=;_-c)J5hfL+g13v*%i@TznNrQT*ZVmO;S`LOotjo8~gE318I7( zd7JiJ!=8~f)Dq<;#|+E}wQOW2H%dL>-_J2EV0#d~L;m=Q0C*`@l^TBZKPG>nOV#B| zdp9OAAH}A05osfrmma=BPI@X#Y+^h$fMN4J&^R+C8R)IHJ-&}Gxd~r~oOf-rME900 zVR&tByGt2&e#P_ntH3BZ|4vU`fH;OMjoAOWE!HcO1x`05^HjUxlF2rdT$m+P@h=e? z365kf;rs;-380&&1A?m>a$;m#+4+qs;eKp=0r_@QpZ!!nA`B(kkG+hTyt5f%bYGwo zLwsq!21$RW(QhZm*1Ru!5T+apMts`-8X~vlSS_&s;}kc}5%NgQj13YtX0(SU$u#C2XNqyyi7fYxE+=H%gv%Z6Mtp=hAPvB zAVBQom&rmr#&LCyRg zxQgYf;2W*p;D?XplUaVFuiU%OI5@b8URRz^k%r*_NBxXr?}%19iY zNQ&!9hq0RWps+LK_cl7KIRiF_-*Qm?0-B2su;-mCrIJKF_v@O+7&ivs+n^R`2q)>? zF&2xt4(3yEb`r=YHuQ2*PECs~us9hQe_b?TX_>lB+TWQ=BbHrXQdJo2w+H8X9^P=B zGQgb)_4QA!ZbfY8LBqW)g(He26{=;OQx-G+p{mH-Jp^iJg_BGd&p#U3(@1UR0+aL= z=iJfZz-E!KZ`r-vQItLwjNS2~_K^$rZ`E4kAr*^duzH5%Yz}uq3`8%Eu3B=|FzS^z z=y+K&265Z=q&IpnC2JCdD64OV)A7Nd9t+f9W-PT<6b0%b3;dw!8C{oVR?Gepim$0t zzPex9eVx+D&I$vyQC_)_^pQ@&o2nA?3?3K|BmprVwHbFl23-B_6}= zi%n9qa^}=(v3nQ7CduDuJx(=&>1%F88=T%^vEdUrltEBf6u$;X$&^Yp+2TlCb)YW( z*r>9A!k)Jk47;bw3FTe?=W3c8@$FX%d+0CzA5wTAKadFJo_`CsrkUImyWbJ(eAolf z;OnvXu)Eu0>6%v6&9_58fWP!H3fDEW43X9B_|qDO8y)Bf_L4!?b9_Vdj07fD*orLe zDO;~dyq9gcN9HXnWhY`ctj(vTDLE5u2PV$82a06|Z)-?(#OesWCse%4cm{@3Xqw z^qo>B-Ktrwf2F-_0r*iC`0{aLW$1mN^5W=sD8&iNC+1;YA~IEnCW%p=NoyV=FVWz4 zt~k5G@LTEEoqsl0gTG`Q&=g@f7sS`~hT1F{gcb02nWbQv;T`S$beA1-82A?g9j{GL z(0k4@I6^zaL00b^=x@Veb9B61z;-uYT9?tRUa)e!?3>S{fau~?O3u!(1Uu6HUnfxc zUnN9sd%@B7i%8mqX)Tr}?y9xFVB4+zLrm&dhMPIwx@lJm_Mtzvu;w^Nnk`ecix^s0 zhSRBv23IJP@s)1zKDL9u3kFURUjX&r3;LVqIDgHuqNUDSA4P{El_TO0tXbtxA)%(Z zljLs+XXLU6044m@==NDATMCzw8;l2{J0U*X8TmV%b0P4ujk~|j0GdgUCIy4tPMM)k zKurgu0oUo#wvqO@5vX7?2S2=}IDsDCCC7M%p3iXfZD~mt>#70NC6XgxZvf0BsY+4Ph##w?u>};eWnSlpv>al4r zfkNe|BQKKYLx4mTP09{?%hrY90*IF0!pTRk-ojwfmN{@u+aqZDyXOZl^ zoW@1y7)nh00$E7RkQCdUww20mYbk9QD0n_VCGw4h1ye~;Uw%Y|>>NSxCDL@!;REw2 zy12gG5I(G?3rlzOz;D^SUe1$7Zb2yUdqlBzH%n)#$pd(g>NC(1#9slPEVJ zx>~gPlosEcjjUS+uTfKF;Au~ zM%mah&x_ z%vK40{ifqd*OrR-!WWu5SB~U$wUnA7YOUjo`wpLTsW8k%>s`?6Xk^@&+xrIO`H{fB z>m3IT+nvGZqU`#=t!RV(>hj=IZ#T3+eLK!4T*q17ViOx2{+(-mVKdm(YJ1z-@sm&- z6vfDU;{8aF!1jJ-d$A{EU|FN5%$Qm?*~roTV9qlV5q=>={yi?}IAP12uVA}u-8w>Y zw~F}T9tVAkkQ3aO!+l`sM=T7uWMBX0EnZqLO)_pK{4LOO`|XaHINugj&?bn%KvAR7 zyGCpIX7L1DfZ;e|6lZ-Ao}zPObDrA|v43VmtlW@@Zmh4nCj9RJW4lSX%iYAsy$6Ls zbNygqcjG?3oFPkYcAKU#2Lgpx264R32YvFhgm5h{ZKfh~I)by^cgP+18wI?YRb)Z@ zi-eKlXr8J-^JQ1|OK}@GQZ=$ls9`xylLP3kvYERS{N0PV`4Fqs@L#^zp1Ab~U94mP zX)6nx#$pMe-t{pqHE2vu&p>r;6<4BnGU`c;r-(32B;xrXHT-$MG~q`t`s_uX36Z$E zhhBaM=MU-NfeLFG2Qh#b!WD9+Z@9c_o9$whB0FAq>TI{ao|jY6@_bE4l1jT`9aZ;C zXu~Ibr8-55uUT!T4~S zn_`AU-S)*@waa!z#P+gwi9mhGm%zWumYmC%mP`VO?2WYOIf{x=Z%z z0<;)kw*o-^eb$nt{%1m%koEol;FkY<{msq|T_d?G(6=3{j+yGCB6nd#fW@>Fwq)kplO&@+MruX z^#%|rZ|??q=fi|nH`G(Zjhj-;J!TyeTvLgfYO?zc{V&}vg)2P{4e`~vV5)aN zG_h~BT%P7549*LGUoBGu{Ez&V?$mxOP{iIztxF0yU=}nWtJW zZJtTjk9Bb^QS)P9a{>Hy1`aQ#{5wwVOr)RT5s$PVMAg@PAJL%mqp(SNU`K7gK4eg? zc78XE{>-^;scIlF~*_Q1} zhejenmkYUDt>$#W#F!C30!9a9CI3?B)d-gvP)Ezzx2HENV7qXiwqJET-AY8D>$*B| zJgkJ)SwEt4tT5QN{+*zsbM0k%ygw&P2%qfpvsS9!XLqaS@{(&xl8Oq$bZP|A?sL_# z4m%@d{ru=8BBelaH#aX5M?c@`z?-MfApb*>5XLzfDhMaGy<^hc^$kuCsACGKSjb1X^m@FgH6*`;#u3bx$mGBRscr!?hh} z@N~q!neXv@p1Z?|@>l0|@9~nEJYw{P=o~Q2q{1Lq&Z*9Glm|_64f0GM^5!VG-D4!_ zFDnTzmx~YBq4Lh#na#8&@N_VMz5KlZ*vPx(*O=p)`{Duw zNS_J#J4;TPya8;_0gi;c9frC|t6W$K-Tl;@fs##Fb@EjA#nMF|_ zTtZuZGPuy%8PRTLmaEgaqr?A}SP?fWWDCYrO2D9}i~XZfW^jC?gX^OXc(_}fNI%#K zTg36_q$$(Q8AeG{klPGEcb09ApHTAOqzWt28L)&d8=%MksAdo><&c$2-bS0}zkB&x zN@Uk<0w&vBcQ$g+d4k3oAW7IMZZfPWNz5r6W*f_kz?OP=v3^hW{kWZSI=5L{HjkA# zMMn!}b^QxX(gD9SB&p;bXz0$MaHX>&9KxMJ8;(h`aH%lwGBI(-CFy!RKdjFWxbqI1 z{XFnSPdj7+z8{uk)|6)O!ag~ejQ?Ft2>5<~=|pMi%@I$KwNooHIM!q4Bxh=&(LvIR zIXh=;&s8+Xs7fRy;imfBw9feQ)>gp&CBttvl!ak%^RXpE9$_>BT9%SpSHeyznsd;U zN|BJF4K1nNc^s>L{!ma_Xk9^eKZSwsO^5q&9X1dU&*@5Qz5FodSnYccD2$^C`MkY+ z`H+VB3+s06$H{xvz1`KQ{~0~@k-Y14j@`RIuwmir^3pumqpvqdvR#0CUVF*!YtNTn zRf_k27`pn1cwImP2z(iS5Mk2{^fOf+JGW$y2Oqq3Bjqnr&v+HSeVsIQ&#I5auQePm zOfKvxPa*6Xk`}N4!-ik^{Qlh%N>lL#Inca5h&N&1qpE_MnQ55kIM@Dq4e1e@B$7>PS_Qyw#A3w;Vrj zRkOzxI2{KNNH3OAE?n!Q+AK-Dk9SL11@OG}zYYD~3)M*U!0l+Nk}uR$&F_@{Ll^aG zaVO!ctih@a2|0pCl#8U!akwsIdB>7FS!fcaq>6q+hamVA>K2EIS70_{>w`b9Kvr{1mXE-XLjy*R=kWu% z(5iPUzZ#Fs;E{Gp9X zeqUF{ZTq_&utXmOg35LY)67C~8Mb1u21#4Tr2h%9dJg-D zY!N33FJ!Z@R&~M|x*zoDxbd$Zl$2-@9Ntb|SCTBF<2Op)m{F+oaGhWzw?)y3Tu@3T zm5-SX+Z>WUC0VFJk~zenmTj>L+`AzEeVlyD&x1>@`p~shjG`m+LJp%6qn$;wA_npy zrUrF;9~JXb92a7fasIJL&{_tZwJ0(G0&G_jTEkUqpRpiAB(MbAS%hC>7TucQO7L7> zi`ZKeKHyfR*RnTAn%*62de2|Rzz(_MWpv$lqOZBccg}*fPf&qcMt+71`EOHt8^MJNtEL<$+a5PLULScA5nM;YP_6n;5L8NS2N zI)#oFHXW<_)%gfCkyJAdMwQ0iPZ7xt^qKvRrk;V*1X+hnGlUo-xsxV#w{$|NP6g7#K?lwbFX+UL9kB9a%6 z58tDfh7PyZ&{A?MRwE7jhBF|GHs;<(E6ZG8CMq0hs|={W*3(!S)7q^;2=ZMnTv#i3 z+du8e($36fJ0O19mSe5D0%@AhjXC2wDk(rDew89M8q}Y8HV4bckyub z_3LY6PD;tAXXlHlMg>4**jyrkG^W5mjnDV<3q+F4ElXO4OW9T(ohYixR3XivOQFA( z3W@!@S%LV>XM9>?z#F|~1(`q{`kEMfqu4=rZJGA@*)QmA+Q>fcx7&u?JnvH@ojz&D zv3depzL9MZkZ*wlr=b?7eFU zV^qD-e)Fn>!m-{NMZfD4oi-c}M1||03xCNMdREVRRbi&+9n5-&Vlpsau2x8^aYsH& z$nlgFoE~+jnmpt7QBL|1n}6MR8LLdu_VPqQ%~sj&2_hMyr5?lTZgWp{Qf0TKL+Zy& zf^1$jx2DryBq8q@J{w6Aa|$b94)og0?pOOnVJ@3VnsD$!%+^Ma**$Y6(`Lr1Uo0Il zGmcAqyOGr13qHRUDz9RRu^Jrv{PdmBbm>#8CZdvlKDi}OSo$%dVLwN8td&}r3BzCBZ{k(M7Mn{|Gn%l}7eeM9ikbHC8mGE_ZQe*SX% z)rPD&7`yxiHXM4|coXwwKD9PCh{d)I!-^Jp{wRM~2dRHLnlgfHqCCes- z(7Rb&GgelrokxDg?i;VP#qLFk74Z*0aE}ap3FHr&w%;fZx^AywR-t?S{L|w3OXAgf zZy6@IU#g;9j&#M0`uR)_=eJ6P#_~*)7o%D&62H@;o-bGlIbX}e$Of(*PvjliXZy-5 z?8`__@1_l3(NLDHT)dd;`aI;uQg42#c|csqhKUH5I~ek!WNX&ne=h_j%*kDvQ^N3} zQS#lu&#|kgRz22@$aF=dqG<96t7}k)SzgSskS%juApw$zNh^DTu-HDhmk_I zREq}iJu6Hz8bVWLuskd?(@J*n-$$*Q8wQ=@$ojL22zgy(sJK8)@?^B zTGim-Q7;W^W*iN%_0%=BOUX^y0>v`#EI!Z;s;lM-v#&BB?`@OVm9D`ISIC+(sxe(A zJ4GLCl~~p-yE)U>OmGd`!1$A-F_}BtR0+4x*KS~+8v4ypVkX0T{n7$_$`jT@`7j(A zny%_;mNm=9Ih|$Yoa$Yub<4`pFgti$cj28y zE>)MK!j(_qTbNqfyGQ(wRm2bMtCVUGsh? zj&_rb^t9-c3%%x~WVdWpm*AEVxU|Sr$rL~3SuTDTt^5`vSa0tHD->uVh;`Jbtn>%^X z5o*3=GH^5ZV(;r~VSKBr)g>)QSF6kxYm>iW+d~^#+8)+9F@G-in4>6@8-RZAU4wzF4rD|7=-lK?UN@J)K7SxjVCu zt48Ita}VPiipb%p$l}AnYUT3jFxM7Do{a7)MN+$=qOp*odW0h z62qeTo4(s^rA_m(RWrQkZO*6{PtvzzF^fs54bhaeeJsmbs;~47%^4&}9uH9u%I~2Y zYvI=i&J)u)K0J?f=~q?bA{OzN$1do1NqEJS2kQ%~ugA=0XQN`Mb-c0;tgGa2l$(6W zOO4qUQlksEmKZIWizlf#+)~|H3ZJ^3w>Pr&wIRPRs5XHarT%K&FQJ?+ACu@` z7Mgjujzr>ab+vf)4FRy*bUZ=Ya*Ovf$ZL7u_(T{v8dUgvD@Kf|@%x2OIlpd5vwI>_ zAH2x(`RDIW((==nF8hFb1L~;0P3WG2f}yE+{Cf!}N-{ms{TtoihHh~Bo?}b4=TcAT z)peG6Gwq$}XZNZjJ`-~@pptmE;o=GUJr*6cVTyAc4^oWYYxqB zXPv`Jc@E@ZVbvGBMfZHJ!yV^#rXMz;n`u_RQM2D}s2++mrQga=XW85dH7R4yR1*8< zM)mmRGk*yQW5t5WReM3o2VE@;*+$mAcgp`K9lEJygQ=Cf=`ZQr6;lEkCNwu>|BU*}f7gnXEm%}U$}CR$HEtH+4I2})ez~@VA9lfL{eJXIBv>(_(SFzaI~#7!wA}`o^dx`y2BauJl{{SS9LH}b&Pbf4qbPK17WCDD6Fr&(8(Ms1hmXFJi2^_w+*Ud=7Wi zB#xxP^3!|g*lX;mVc+$Wnab(bX3Qy`{X}Ed6RtEKempQW9 z=|bxogRH2pZ3Yhod$7W?{;-e3G$l_Hi%`SLp8CdDs1LQ)-(1P>q&>Z_5I^xv^wv*t z|CD`<-B3Ln@!*ehIexebQzc752I}qj20v}?G->)e3NQWSh>QH1xx=x^+tTq}9?V$? z?Sl4Q*VmR@r{Y$K;7kQiNk2=h)f2QFIAEAU_+Y!6;*?*k%Sz_=OYCbtE;#y#KPEk2 zxlS+ly)O%PTtD+6JOV5$=G}0-YnDzN+GYF2ezeZH(x5rtbNS3>x!T(@ra7pSNZpm z5w{6KEDiop$eA@l0#-aFKnyS7#8bm(;qL%Em2(bGLWZYGF2c!(@Kl`)oL&%54cfv# zQRAty8}KP|JQWuLU-+#r2!tO{;O7Ez;i|v&)fU3LPUGhyYT-|Q^YISDH5l-7?#pmb zdOS6D0LS7hwACgu5%C|ALG|9uDcl|nFo3OefC$FGcaoc#WTP|!+v)4qI9h1wZj8#P zQV$w;ejdg~4`(cUJ)O_B;xI7EPDX6J5dA9-Lq)?M{FQ4am}I(OSpOmM5`vh3!JL-g zhHZC!qoMw;D%)Ao)fd?m>@V+q-kfc6<_M+LI$szb8aYUz$ohWFy>K(Z{{>xapI`jy z3px=@@Wh#rOQn*c6(P{!qwNBUMca5g(Gg<8V!;cKLpZZs&~_1BYTvfz^2~{vg1V}V zH{)8Sr_(0Iy$&#zYy>H94DDG{Ypx^QhnY|aS)w-O?vBdmQ_dq|!c@T)Og96A4>$oo$d) zT#E~#|A-t?k6~DbvnuWE&{H|v#w*bt2Yz2QblO%fiuPE4w`a(lH0oFf21xXT=ri73 zLwjVYd%lZ$qrY1Q1_<7k|HXN$45>{2b$5sVo##Qfa>jT!3 zF#>r6aA@V!Rxkmsgz)9pgCILAPy}Crh#pp;iS%SuWuK!O2jkfQDa;)*Q)>aD39_>< zD8jLt4{9|f-RV(}k5I!tIO2&%mWe+PSH}IMe$`MMM1nf*B3J>zNun@c#JcmgMyg)$R#N3BK^J>dvrahs&P75$iZS>l|O zS0uQ4)kl@yLYje5#{+{f{?XDFr-9b+km5ZOlZ2}Z6Hu7nh~&M3^xL_vj-t9Ie0lC} z2Df>G2j}CVy+%a)aY^hi@xYM-NTpP!lRIEtEhZmr^E7UG>5T)kpbmshK&a zX((?u+jf=|`@VNiH=Ubv#va-<@00vr-hsRg@^b(=Cn3r2;{fon0S7pNaeR=9xS%sz z_#jbf0<|YoV7Dfqe3A~pQ(Ay5p3u|+l<>q|EkG4dbp1_`Yyb5~?{6Yn8&LeCq~ix| z;NowMIshAi5y-Cta9N#HeKZIx0&)dlu%lEMj0!3-dC~~**Z5Kbm1>^AKCooBsZhg7K2I-fE!63W;(LNvi zR@e`*;@8a#qyV15LUi+K>RWWAW{`>^LZ92zmEJ$l4I{?i42|4&A{$ tPJn{y52L|y=m`N9>^B5N@wx2?8pGK&0gy`*;06_p0BYh7n$UuQ{Rb|O8jJt{ delta 21986 zcmV)UK(N2-q7~7i6%9~J0|XQR000O8N2t%S4aormNT|=V*#RyO14yXPvkDPO83RbD z&$Cu4$rKJqsLxod`VbYu6953{OOs(L7_&t`&l3YksL!((Q?MHYNT|=V%5IYO14yXP zw_jxeTPF=jsLxn9#BR!98UO%Tm&c3&Du1$}z-H(eimvJ=mNEpmreJ8cL$=dcU9#lX z1($1QD>n8!_GzE@FZNI7OZJ?TSIIJ%o}P$(7`h9vlzH;xxnDBbVi!D}BG)nDIOfM{JlRd6uWaoCWcije=-YL_y9oHczsgr(u$^ED!Q9%fnH|UVm&c zfX4DEXEPqe9)k}lzfXCVg-Ogt37<^DQOM&wW0N$Qv4BNk%!8E8k};2(FShVMw!O{X z74ay?Iq$-V_Xv$4V#u5u_sJ0+yWVJ!$4<^ZTn$dY-*EJsv-6XGx%$h7qnpj9$NF#1 z&j-(*;IWI#^Ebb78h$@Lzx?}Vdw=Ze?b}W1@+b_Coz;W68XOO<*ii)>z^Wg9OXGnF zunhisw`M9##;-<6WEyO~v7q1jcPvlXDCHpN5}M!bcC8^s$?kc~(*T#0nw2eQa&O;<@O>KboQ(nNG#nO4*CrbPqJVZ0A=(n2 z*(9Q6wEWih+IMaV0B$SHc7l|%teDM$G|XW2MVL>mtxl3CN*1^W%TCPGFh)#)%t$PF z6OV&*%#tFX7kN)kg|BU}Ab;U~7za^LTNOi1HV*PYl1@IovF8rMAnRE>!q1EY3P4~E z6YQ}wJ_eystKjcy5krH@=I!ZOKIRX-@^0Ws7?1=%2hz#u&p?RTg5r{BQ4wrf0DY^?AmPCCDl20odLh?9+b@gKG zwsY64Hv;Gt8VvABST^UQa1z2}k|MAN_p#JE=3Kkv#3CNRO4+Xk>{Tn9@ntA$41QiW z*)@`)h{kNlSy0h!t$)ozG{D+OP;oIEa?1<6?yL zNwnTE2apVg$pd$V>97=92L@w;pYps&WB3p%E+P=2-S}$^BY$wT0>2s<z&rzAWIO$MS~ za8kpZ{FJ>yMt^f8z%ifm7}sGuO%qs1EI|ZSO9UAzfUw5_1E&Z)1#YGapaiuDfdtdw zflI`J>BO%c`~p~ zKpTbA2(<82QB2WN(hawx$&YLU-cv;3jFLFxqXI?AmB;|oA|Bs^Jjk6W9=2?5gqm5*MB+!2`y@x&*+o zBj8m+B!4%V%zK`ieU|O6(7j|LfeA3MNemJu?i|{qZ}gD?K(y z5J9mv@G1pqpMeS^?%Cow~01e_OikZ_t-HQr;wOyfFt99 zGhwVk?+U5v)}EtB1bqaNc#MQ7k%SXs&2q;4De$W@Ju8OA?t5&nS_Z+!Y2_ytdBMcleTQ@*gl?_wkDue%qek`m?lFo z;14u<3B&{*I_gRXPUQB`FeIc-58!vl z6gcR3P(*WF)KAn<9r8(N+Zg$IBJip+WPfHMU%A0ilA;hNXk=iggsCEMf$4a_iZ~?x zVxBkwxpmjE&4G|HC8Ix2LfksIpHL^T8E7e346s+{XmJ*hM0!T{OW2XgNmwH&@}yyr zN*g-)N*K>TK0|g05cxC!A2ylj04*GC=`RfCw;Qg+vsEvwwhe z1|bGa_!No|5X(OCLM)VN+1BW)Jwapu0l{iUD1voW+yIZyAtJ~4L;A6YUK@BNG|%iljG)?|CWF25SLYQWL@DZh@4}WO3J&PM! z2f_XUfnfcX#a0~gV-SslSc;Q}IxZ~<2yK}VL{%l}9*SYxWnXQ%I6AUO50uJ&O>^e- zU8dpm6EeF28aw!jA*PkK1ZYEyho!`2$aRh@ifY#Go?EgZRR=xi)mZV9ZkkeSgtAgDpD zA*+KTM#1t;GA>3KzWnBmU^Tb_;b)YGAa+H(V708MoKb*&R&|g@ z35=Tzb0Gu}qe9S9?*x6RE0~o|$@rA)k*E@t-PD-~q$%ms3Ds(4$A4&_!fhgp7UT=B zEo#;j#j&g{D=L((=4mm458PA+OpO)NplF=+GzmoQ)T7F$C+nJ?C{}v9(&*`uA$uv* z*FxxtvO6IsifRf)vZ_{XTcsSbBvZ=FtP+xAe4iBwYdfvyl=DlTNnGE6Scb_x445uy z|5(PqEQUZ|$L}71QGY?xts|~CCPhAu!F^l_M4GG%aemM5w6^`uE`e#^v5$~+6O^vY z&M_Rg0_Pl$x6jitV0R3W?L1Gghz24ERLqykdZ^`$@zd*q<_2+faep83hu(f`Z+qWw z(dwN$b`};M`+-L@K>H>8%ao95xBNYj#j9{8J<+z-m?ttYZGRT^x=4LAXeVSIL5#p4 z?>W2Rw+~v~|NZa3{pbJu?LYqO!0$Gt`L)1c}ad^6_x4j?@NtGXlR{)}^W#JVTRe3@b> z56k)8b-)MY41ZD-g&Dc~l%s{4n_JB-DotCqylH1}V0b zJ|Njlr;0!HKL9__utw~n0I?eZk077Su$05*_#~TBe1vdt#yiB}O5y;n9sm>5Je6iE zI(F0=5+HU^5r_kJ888Q{GRJvX#a%Mg5It3@L3Q_LlYe6-t3FeZQRzB!?HVDDnG_Lu zd>G6=o(_II|1e<3{Tuf2`110&Ke#z0gOk8p{vZR&5Mu|-SFtb}liVYO_iryxeuOE< zZ%)rn2RCSn-<=NnZ?CS{JBT8V*~RhY;Pm9f+3_X2_;7h~e)YD=K&iO$29Hp9LQG20 z9_K+ADS!390k+C2JXvE1-8sbgV=52Nmrt_}fdo;4RXt%=4IP`5jDd>*%LzE5^h)8q zkBerK-tR;LMz-_f#fyn*Ti&8^1FI`6SCFqZEWueqAm*_cAA6*(o{FDfr7`)^7i`0? zGmo8Kou3Sj|NPc{0kgJ1H8{kR<=9W7r8-+NZk zUHRGuj)h3F4C6c2T?=E7B;X3-Wu?WD)j&c~`wn8mCqc=^!YV9_3IH@MVk!~=hUcRk zrNrS8DJ=yB?}I!FhHjM{aw}mxNq~W%ZHJ5=C|biq#K8%(87Cq;|Au3meTW7A-D3^0 zRDZ*D4-qL?Pk@6ZzJh{A$vxH49nCsdGQ4KPdP!5WRP#j*rrD6hB03rhD1Rz~6q&Hz zY|i-aj|az(@jm+kR3Ny{4ec|=&tJfm9tsTJVw9y2DD~SU5*8Ye4E*)4NKaW}zII(E zFuMk*qO%oanxF`Z^Tp!Vls$YsV)5FoTz_vCvMtLpbjfE4S`}GM*D3L0nq<`2!ekxo zoQ@_@Cg$j5C=3E)(hvGL;542f;LoE-3C?Yp#X;=cqCvO=ryD|~K2aa zldDPf2=Oh!N@W-GO!GsjTH{fl)+lF7)jX+TjH4ue)zFctrw}2`DB(pdm10cFW^3HF zR<>)QXYN|7!6Qzd1u?qD_z}5-|AyRB?1~TjS`ls|3M;7GXjE=Ws60w=8-J;#LaKxi zE(YX$Lf%WY^M=@1qeh$U?JIh(B>-$& zH~{S%@QbE}<1$%@KO~L90?0w+NNcg8+FDv;`M!a5_2k@Zss;1QpEv#S4Ky-qy# zOZ*99-xIW9MI8QGSbMNZj{PcdUMKD$5VLPAj4YL|a6-{o@j{5c;(rK16mLj$6p_t* znrF;GpJJOQV(U>7Ls}Dy6bF*D7zJ^C!L}TwXl;D73BDR}?N%Z#%15+D(kJvb-EOxw zh7IHl5C+*2Y&;glmfP-nM#-sCTq@Wlkf8`*Q<%bf)Pba}fLI4Z&{Sax#9lXsy?RWb zKIYcEz^rbSp~6 z``Bz-nq=z0n8T>@JW9KU*ut2I_5Bh9CEoa>SyC>`JJLiTR0}W`Pzb_f2>)3%%Ynir zI6eCV63g|o(J`34)nP9!6!Wbn)1q-1hmw$;v!p#K!3Y2Pc5U16C5H9{np;l z%wi$4{v3qba2P)wXN_S0Xhu{QpOAYp!qQ@mXWn=&suio^{dz^bVOZJ6*Mvq)_9BmD zH*LiSs@FbRaB_Xr&D&9}XoZc9c10VgxKg!KB(8Znn$1HqhETAgk7M`@VLg?3>D~jx zU!s(PCm*OaB7e<;>==pUP`7+TYUV0v&uHgb5>rn#i!iFSsQjKqJceaDDuC2VmFV!v zHoDk+LqvoRK^Wn|+{a}KrAnN9!1RZ%b4Zvef8eP&84vkO)6mprXjSYC-nFI);Z|G- ziljok;U3nCfi{&Wjz-^~Tta!2vPT!#D|aGgd^3Q`iGLW7q+VB`QnG`G1;Ewd`SnWh zjN?k0Wr~1;eh3eE-oSwkQCM_WGz$mSjuEfo`uUaYi_Y=s<2J*kIg6uZdegfJ1dxi^ zSgc0}G@6F|L7X}eoz?J*xEXy3(87^(U*nXRpL?+g@1-sfsFTvLKu(2_@RLsScG`}0+a$RW?8@1&B6Xi z!?n~1k+H@wN3c_4B&*64_`VCWyv{g)Z4c5YG#v%XD@9S1jT15jR5h~}vL>I#VD^GB zURdF}$ZQ?vuJoGTBR?UsJ>$|Q4U!}pCZ9FLJbzu<39H=UBb%cHtGqwRcY=I0T?LaO z05!|z9I9ZHEX>L#(Wp2?MY^r>!3TP_v7MblRx`xNL>^LUf%(??dcC1-*bWApH!5SG z6ZPU)(}XWnA|zBm+g#lL7oH}WML!ubjz6pHSkTv3?=jVdtQa%do{XU3iR;RVsRL8p zBY(ea8Z85LdSWe}!bi-T4@ux+a2O+9JOGmIQ1*+5GZe6o*fq&MgG4dsPw6jSnK;Ij6n{%%YlUrNdxv zZQ-(LHVJbo?7~tDJce;t-G-XsShWv`C1UqC?n#{5`RIx>V4JnF9^IO9G^UAe-{`_~ zmP|ZREKw-a2_tittRgb2_nYe7z$nD6<6ua`E!aBo(zMU=G5RR9R!IK2D^D=BQGc0u zIw3QL2h8Sxm8uJ6ix7;J$m%4e@F0_}_%cRa76aPBXpg=T2EeMecG?nK&E0RsfhvQv z&xk0m7?!ebw|y-09NNpa*Dh-%n$KFOHfT^qt!fYN1tSg4Xl*?4a;Tm(Es-@GRWBv~ z@rQXRFZ3O$n|&q0FvI9v3_DucL4SFaIyQsC5IQ|o*wZh?NgDOio~fc;`gy4KkJ2P} zA7Yz%g%tAi6`1oZ*D;}LkRBajicFNHTa`b{*^cZ!*Y%d?9yW_bp~|ZkskNrjx2^5p z?F)dhcOUvEgVXaq8=T{j05^3gz>(*<{IV#3wiD1n$9%C8hB_?V0Jo@Cp-eYY$h)M zEtoipAUi=}Ze2Ijr!fWYuzz5ZtE!aeBRcL>5JVZneik`t8_<7XdW$^|JoM!8y3?r=iF3!UXj_qZorx!;omhiHuOg!DqDDP7~IhW5)g)BM1QkbH3(ba?Oj@T!J2AKWg^ZHmEqw(-ef`S-XE~@4}*&j1KU*n zE{697$>oHAO|0DEr}&C)*V7@U)qan@g+lon`n|`~2Nafh%10p`IJ54=kTK1EdbD)d zc=g<`zXRG&@lSC>r5Tzo4HNx=N@H0Gk}4c%O5f|MWCn)*<9`x85%Z%Q-?#=!C3%;H zBeW@W5&>(QXIS|0?UHRR__GEIr_!LR3K<b z7BZ3wF~F^YxIo$Nv8yLaI?M?`Rkxa*dzYYzibNHdY0K$;RgY~IjHZZuRI}O2F+~9U z@+JF9_lz9ss(-7lisI1ve#x3909rMA7G@>)Ro4h8?PBGYA9GIdisN$5d-x}J6HM}JBj|2(=0u?H9%sM1gIg)YpP zVwY{2YAB&o8T_KuMPn{974b!h$rGnI#FtJ^)F;YDY�*{emRvsgnXVXl?yr`&+-& z+`UIuum7EXeX7$`nq)p8O7$DMEoXVoFRo|hcGgEhB6?7VftAx)lN5oI;W zy8?Fr1|mx!(*R!8?|N9bX*~3Ki#dX`+wpwY!++`Um?Wj;d#$$D>UgbPueIm3UVE*5 zuXW(Hx}M+ieBU0-{I=%c`2K+z*ljm=)e|{p*Sr-d9JDIH zUR#(+U~N56VPHQ$uomxDfN4C;Z~)5Iz%d4J98l+Pi}P@_EG+jG|qRbxnPQ4^mWd3)!z zHyCs4AFBV_>c6{9=G}RCd}*_h@IT1>-o}G(VKf+vR!88T4XEtk(QnM}}(03reY_ zXB3fx@&O#Xa+u0ByIUB9oMz4$>NK%}R#p&K;!Lt=Q1xYTL6QznPGM_C%Lc)0Fzk~2 zsw?7T484ic5kd(ZxF}1y^0Vp>Ac2rdEq_sv+EbqW++KtHzk8oy6+)mz+B|BoNg#fh zU++yKDw&DJxTqKv8=N^1`j+h_!{~-hj!oP#Qa;8+K1-)upJN9dCRdH2u~jNV3&9%| za{Y=b3QgpUQn9kONFc+!M$!gq;MUmEVTv@O{(nil zjs+~%m($|0p_zG|wvwt|$O@cBp&^atZ-DXMKea(iDFtmzqV^ zGO~_B;Y^r&W1($qh2th@gxmSH-@j^o;Ktv-YJVUN@)wk(p`Wt6-PvIw)qnR2;Y4x= z6;~9*DGs?Ht&*o+Uc@|?4Ykf4@g39>5?O$|{g7v_#R0u22+Ee6%+aaKyo>=@G9Mf` z%B?zJzSl#U2?d_^mw9Qi0U1fg_J0@1Y4_tpmw$$VU-0h?VWI*f|A-Sr4?~=JQwfR*FhZx5aa;GX^bG z#LPdJVc7?q0sv>BzVzNN)G~K}Yn@6cUq)OrnRv`CdPHy!(=md23$<$I#&Y|{@iMH7 zFuMywJTor6 z&wQ5@1RWGeL<}g4b$=U6t8u_`rEW)-V+^H2N3W#3yQu0C@HIYzM~K6KYpTyuBGDVTuVF z0|thr!U40>VMaJCU=0{v%%!X+AqTiJvI3S6b*!sqd4H;kHP5p?@Ql62wseo3Ep`p$ z+4bhL9kJTn5YL)xJMe8)eSpoj*}|W;;LC>GZO!3p+;A^K=sRwV!6o#qvLhC_QdlPQ zpW*#hNVHPRKlR{Oc!Qh&<)}h$@bMLXd_^Ds<(CS*!N*g)7v8?#wvD~z(#hCg3rUaM zw?E6F)_)DCFQq)j*${A=E4I6-z`quNVsW_7nwaYrbuQK!=6#*N2eHAOKnch{iypaw z;!mhXJ?I0#7D3gRP`q}XAx#1*tDap4aV|!tuGwNTR#EYAldYZ6u`UcVkNONvV??PY zS*A{avo=m#NAiV+oIbdnl5ICd^#C0bl20T6R)0DrFbTb6?*6Ipg!m9A4TFIk=fyN* zG$6AReHiW)8v1W`}KQko2cGG0;Jx3DCom zNtUw9q|keYhOMMC*POl7yi%BFbuF|CX2=irHo5qcnk7Fj!X*BX8pCus*1eqU_+O2E z>wo&)vnAJ@;Cd2=jl1AMGaig+raEO&szT1wY&v+*QRbLg>I#-KEn_Y?9}Lwz1tUEF z7=yTV#Zi2R;UF2}lvUeXn;SLJjbX0C5beK?N%;8Pwm1so*Q%E8_EHYDiIE-VbJu*?pY;^Sz^HFz|NBe{4Zl|QOpVwg5zp`>U(2p16q*XC zdxXJg=2RB;EuJ9Qvlg0P@3y7V1}wzWG<}b+12m>KTb*@yZfj%xLmshTu`x&-q#CW1 zP+R`$L+qm4!sC#;xJ}`4j2XlxR)3}e3!Fu1QC7{_BQ%=s5OH|cCnySi4}UfX!q zSlepV#W}^(biS({BMq^?=^s{%C9D_wtu87vAU3GYVpE367%Kd659&_^b601sK0nLBPE!ebx*sy z=iQg$sJq*HbJp$smZA#PyYx#d^wVsC#d(@#md>}8S!VAU`6n~lEK+qmEGNM;7Cog?xNl9mqVrZVZB*}^Pdm}LMRC;8lf0*f9)PDz*6WCq^L)_>G zxH*=p)DM`)h4L_BIxh_CNXBE#Q96$bI`5@& zfaEy5PI8?#~@bC|;{i-MPd|L(E41oL)G7uH_hUBTehdt|j(qzN?*9YpvGQ zJv|L46e-OqihnRwi0U#YH(7ClK`$|0bH@Lp+5daOL4RKWWl+pG!WjXPx+P}+*O~KQ zzJF`8|C63B9ZH0Oxh?Tb{aas`@9Xrw*%EvMy3W?+=Vx>ef5^8kp|mja7d~vNXW-wa zZh)>}8|(6B__s>`^59nKzSVWnA&6_O584m5n5RoRc7Ih=AYuKBwdxnJF)7ASG*H=$ zU;#j%P1s?DI#!{Gg^+^8+aCLr-wI`tcv7J;Z7r&C``^h*6_s15qWM;;s9>dvSQw@Q zbUI{GS)2nanM~#ypA)p2r`MQY4kKSm({SsZAMb>1<^m5usq|;E$|-!hNV03Y8j;Tn zG>?Y71b;HaQsM3&vuI+TFX=rd+x}3phm=cKiXp2s))-Zqs$|wOBuTm*%(ft1NG|JV zc+5<+`6w7A)0iH0w~uh}_ljO4C86tJN35dJ9+=mMatPXx*J4XvD{snMZW0D??S@nN zDM6OeoN5iwJ3(@8f{dre5I*DOzr=*B;)IYB27lf_a+286U$4n)jVG(Rn61uyezQ4fVb%{dTaOx1V_?2k+m)JKJ02_-o^x z_}+ml#e+lhBr*5@q9iv*^m8RPIYlrw3@a21ym1zo;(MVZ3qDtP|6oN0$+UdzMb?3( zrl_ntJszK)xVixA5mtf=#PIHP=8?`v7Q5;Gsm(p5Y527!J08h_qyo5m2+ z`CUws^TNEI;h`wy;;t#GZXF;F%F=wPxcns~>KU6&3x!pTHmhxL%k3y?MtHEl2WyGk zTjuO2e~mqRig%IZ)u4ZXJwrCLmy zifoL-WIPP>owWP7wb^VvtIJbq_U3aK0+$#j$&Jvf)$hj6cyqdAtg6kkz__DStf`WTn+9DjCx7>Oxsu7nC$S2g zxKG)4h^li0!O%FH5^CQAQmNZiF?AT3T};*XobW-TlG4H2$cW-qX?9@&*SY>Pkv%Aq#GBaoGf}t*dI| zw@s|S3Gsd!YhWm4?}ubJ%>*z)za22{M<{gp83J>vN}A*0~{RaDiV?^IGL2@U%5`I(;b6^ z<#Ce3)t=AW1ri8qn397bGanO|#6Yu#$pISbh^=7qLV2QG`}UD4UR6{fD-{hv)5$HE06t}7koQW> z&WzKb-#SS{*veCaqybRk(7|+13uIdVMpVs7kZJZ1ts`JHgO)6qxqBGYsv*A%=GG6oWg-o$sKte#=Q-R%=~qPUJ2# zdrmsJIq5ia(wR3Wox+@Sd?!m@g+?xxY9xua6{<-TSGZE7E|9!!+qKSjUmSKt_1sU% zHF>YxonRYTGnHt6MHSb*ap+RZis{}ZaL z437(!y03M(ZDUpggDwEb)iO;=}XtvSR zNPkp1@f*-oG!YLW`WR(iR=69alsYa3nRpk8Z5M>EI1oRF@eQ=VZP~6%y?rg{zvL$I zgkTe0l+87Kd)5NvwDAptlmN5v*2cG0{kGY{6Ak#*E(S5ti+)){sA~vt9q+~xZTwG$s5md}kOf**Y*RdYMwu1bVrxxoc@ipYZ6dh=1+T&1E%^T# zeBOZnS4A7$wVjUfPL`>Ngl=0eG>jN^=qR2h({x^7z>E{w1mDrjq!|pgajl5!{C~1W zA~)(zLGKa&v$NLR6t9*3Gf=7>{~q@zAy#}v(!%Cl`laW$n(N|qb57n3mW2!!;3HYX zvv5|#!KJZYgM7)wN2~}>I=U-!?Paj;u$IA;4qFS5cPHZq0qQ}@%d$U-`Zr;wWL;{f zmtpx_E^_!wf*KT_9ZJP{c%KOnmw(UXUYx8i!s-xWuwk0e|(>)l@7clFs0Rk2ogn#$REtDEf-~wNSXaYq4c4&R1Rb z%5;~)6#WDEU;M=SovF24JN|=4msGF6R-2YX`F*R?iYjDh>$CxW6RPNZ1FBHefKDSM zknckkOU)|w<9DHrcU9)eGM^+{S@S$adZ>g?NT16hmPn^Kn?)?-IDh;;9O7G@Ib=r* zdPAfmx*$)7_aKrB5Mi`%w*2A4zq1)Jhur4FvJN8V600vTYmYmj=uDAzwc$L)GbU=` zV~YQUCu@--i;rKBdBxa{z{h-KP7MC){k$lAODDEeVa{x3JTrsI^a?h-izvB-z2PG0 z-w+uLqL9KC$3aHk(SM5}R^3^ViLO%2rc{S@jWP9uAGqO#g7C$rj=%57fnpCxVS5Xz z&JzFU(7fd1PG0ZIyUJ4k=bK*cakuGztt|C_zUk#2=X4o*rYR+u|G$!BnT2%dzwz^& z9)+kgcZRg=Ve7in_;2_uclyOC;Tz4B8|$L|4F2E5;~?<=`hO<;g&Q~UoX7_JkERm% zzLm3q(hXZ{@c#z=*xq;sfAQfp{{C!>KjZa{b*sroFkv57P-21ccx5K#T12mb?bz>9kgzW?Kvrf8D@e*LVQWuqpVvi6ef- z_W>lQ*-on?I)9x_8W}d*LEBRc|6kVt34I&*dFw;bLb7V*i>-2|Z)TtHN%2+;)|jSl zIH~2Xmd*)G5RR_)5d{l55!SVZ4J0p4(Jc$KTPLPh*9*~dl`Wq9tv&B(+LFoS+?^7; zNdTdv)PU@&H=*1=+JW6!*?fx0d}xEaH(d9g_?J(1ntw?kkBER&GrN2$u}2fdH%S*v zJ_UyMxEfPl$@I6vt_id2)K?dZv(unTwSn(HV~^7%EQhA_mxN}f7AtD>_c~YKNEvv{ z#N{=GeVt+CtDI<0loQ%f7<70qPHA`_PWo8lJK?O}DdtgBWyj^2Yg3XW7<`(hW8$~}FKDV*SZ(Cxk&91jCba%DI<|c#LL{A(+D7c}py-oDx!P_Rf%UaDA`q8$; z2Ko0o=-(rcTD!T9UyI2>ps6kFJNlG)JnLc$-G6b=XzTxP?^>JNHj?f4{S~OXwO4Uj zrsn-HKPA52jkogfb+R|Ll}e>(iLq6YMXxBu>)J|w`<~MSkN^o1pkn87Bbf$40NwLI zPd{dQx>=i4WoZD{^s?!x0~Z3hcIbIq>aJLK$M)#baGY7*6*PIfAGmxd&5dkIBuHfT zq<>_}vZQ83RB0`1*qcBJbbeIb?$|dFe)IS)7e}`}{8`BDs`E|Ur4Hf+3uCCLp%1Pvo_ z)3l?`)}D3i6-+%q-nx-3Obtcl0n~L!B6U=D4!mNJ@t%qwlfl)%7VlW_j}W%lSWVW)}}GSEt`z{@Fwf zofXQL*RL*`b-f=zN7dI=nnbP{sEOsIKa6DPb#(W3S|WjP1pp>>mW$3X84m7oSzwaw zreCaq^$TTFr-_&44u*V@CmmNOCc#F6J0R0Af@O(ilDv44rrd)}ad`pucYi7ls=m0W zG8&hkILl>*iFRBunHZbI7nMsLX`<|=w=M1kAhWQ?q5c|}($HNE>Y{UH0q4X|HA4}% zYGPEZ3{jiP+KJJdZssUGWLGtTzxvkc)`3v%#=kbIZV*(z`L8bEk>u>5553YsY1yk$ z{&?znQ0vI-hX|uVqWcdXw#}dVc<5mypE* z6avpLm!`!6D;b!QtxmpHhDyOz5}V;|EM%WE>UGR**Kg*R>cs*cIZ7Q1l6pg|NUwU| z+{^3h*UN_|Clq7L#SLuzSFf)Zmy_A){8yJj#sZFi zakaR4EwhUs9$~QK|0Cu~8TVte#KUo{c1?_$%i-JSo?6zKif!F7;7Ik^fw|e%;axYU zVb)u-h8EG^&%B1-J+GmM=QZ@!yoTh9-D1~IiyH+QQelC0`bqj`l&~15SLYag=Q9aT z-Qp3;I%>yywWv6aL1#KH3>j9kh86{XxW~9(0%Cl5{(SlJ{AzZ2E-5+fy+&$OPaypk z%`#QJL;s_O_cR=)j^E6EPkxf7+>}J>$B3J92a=I1pm6GVa-N$bcR2N=Y7B&g#v9}a zj8Fu<9AWKHi<}A@n94S$X;n(y!~(66brBfoj9>-SBL&L}BehkjSGl`ZhF+F`U7eYE z5^S7H*$h+6Q0Zs|6%xe1RuCD7A~R}5jb*Mwtvo>of zv<2q!l8OLYdr;!YZ9{i3a&#YmmUoh5ZiTI5IHOsDcrnsU?zC)IOsp;gWVb$f^yQP! zKdaEWpFeA&a{T4*pL|jY8>(5Ou)pRdOrAdez}~yJRw5SH^M|qsF3MBO+iS(9Bqo-` zN`VSdT-;^%^Xcs3lu=}42Bn_6ZS$TE>uJKf$j0nf5<&}|-kQimu?tv#?R2EAb)os` z?4|@1se^;!*BMG(&RgnGi4#<`t@T6QIl_Xkr9w%2VX&X0&74YFHT}`+>Vx?|CuE5q zK6!L+y^z8_psn5T#-=-0{rKf7YU6Ufqj=poM(}xlwV0h{tQQur%iH@j$C(cfxpn``}$Bk3v zC(-i?_`FJ!n5T-y`V>#*&3uT;O>&w-1&ufcRAs6xlvO@!9B~9WLPT*pf82z|K-5z- zA*!hY1j^3n1wup5g{U@Z3T<60V$GYXpQNy?Cv?C@Yz*f`VcVk4a6PmZv#eHKkHurWT5Wn>sh?I0fU+1$H<$le;NrtIQNv zte%3*pcjzDf}qws4`vHkc><$k>n6&wWIQU9U_=Lv0*LT`#&8|wcl8?0s#1TEa48mZUhN!je00TB;Hrc55n~3F2Oj4Y3%8v&O5uvIHj66d+7ZUBEX_6MZS%?W# zOF%RZ_9Bsgf#hiVO&NM)8&I)CsHq9}6$T%BLb}EZjZd=XHN6dJCy~{15l;plj1++p z4ZD&DP&8j|PgM;Ovvb%eQ+|5+$@+S>A#U5XY-1|e(K&$?w5*$A_1So-Pux;L8K6b6 zjbUw6p1nSo?zVVu0Z2Ut4pdyDF-*`Rr5RBH*rSnu-zKNRnnExfp330<5*iVpnXTLn)wVg=&%zbp}%;V^S%RRJF#S z1l8k92@5koht7m)9@(nRDPiX@&cRuOk{4qPXdNR?N2i1@ImVJeZ7c>8UV`$W@DyXD zgEwn`=TI9Eoq|~)EY(N!3BChk{saIgm`Sa(xq>MPma?LoGoEI%%O~ z&H$4aDgI{dwM~#;s3ikokmrWL+HRuLjQGI5a1770e)092S3+z`ics=0&>FB&FmGwH z(3X+m7uc#cJ*hHM47m?6WS(Qh0M-@^>_icN0)g+N1FJc#aF@@^Ai&X!xF8-Y=ZQ29 zcAxYntdG2_1wVKx-!tF9B$hf0X7D~GFSY|)1e7720LrDN&gF_DgQ!KL2&oRNk@u); z@l&30o;^n5_9DX2dzR0nZhIl1qqIe()jK%U@>yQNJ`iDbTsY-HlPGxM$MV{{>2kV% z2GQ60p*zTTchD3%aO=c|F(j>Jpj0*&->5#1{QB{DG|C~%sHKv(f(5?^o&4!zd9z=9 zA%@PgFaGyiT1?F(JC~|C5q*9p%KB|J>!*(&Jo-O5VM%h{l!PB^e9%FMlx+E9M47}B ztvJWhMDXGqu4?PuHNN|`KDF~tRte>QEI|jzTGiL@D=y>h#CKg>2UrtZunq|e=mqJ$ z_Z|=sK`%(}B}f;L4kAJ69U`D0ARwTuSBgllQl*8abdW9`gLIJ&0@7cI-uIq&zi+eu z%+CDh?3~&1ZT3vl=#`_bk@%s6Y^r|YKn&>|T125Vx*r`%`kmCykkOJQax-|gG?Y}p z^aHv0!b_Jik?fc6w~)bla}^qorgp*THd9;BvMOg46cs-=bo4ZNlIqX4t-N^FASth# z7PJ%MC)M;f+E`oXhViu$*@1(5s7lewrAdaM3SWdOL1V3*g7L;b_G{WaWHmzDdfdjU z%ntiuNmq%F&hH1i9qr`hoURf+p59kp&T6oiR7nx#%`7gWJm~I(*nW7J>oj*p=-3zJV*5tI*l(-PGh8RF}=#UHMeMRc0p7t+;xY_+vi?a-H@6662}ENkQSo zD)Rs_|C)vyxw5y?WAtMlZipJqmtnwHNHQ~6p_|ck$fn0c4>x;$FVSU!t!*2%$BnNJ zo|{7(!jf8jo+hTW7*{>DrOVmZd`B6k)`dES`nWZ>ppJj2U6DF{mCM?*GShe?0jBe2 z$CT-T>dN`M==Gn%FY5Xk-JZA_PS0`NH=-bFj7yQ?YnzFcYu2?aP_NACek&!1^s8+rAMCLM=OVI zZOCilV^l!wb1lGy@G{V1A~w#3$}v$+IcTjYvPlr?kcZ+q94g&yZ7J)LkwVv))W6h2 z<2S@gAxpmW!6i1OS}&ZdfN@Bf*Y1 zcg&3rJ^Ra9A*uA7;o#^cPP2$va-)nMeZQ1`y8Cw0{+}!`_5PTedaLmUQ}a}}h&g_Y zu3O-fxyEiK6Pi90J?Y}n$;-7%(uoFLV(?q0fj&VMMQ7-*M^wTKM`3*vUkcOUGii;j z{c#WA@O0?8XugE+m?CWp3^b&iZI$>~_c>G_`;73)T7bl^Ip`>8X7 zcm720cMu)ESwSkS&PYF9$?>PfrA~Cz0 zr;9H_>+S>?giT0hR08&kXNIn%G||DGtj;~7eOQC^pg&rp(}&DU{F_OOoO9O}d~ zs4xTR*_t>+(Y3#H!XL`a`$}m_V-at7}{&P`y+Z!EPRV1xS-~t(*`CG5Fby zCZ#Z)0Q1^{TNG-Mbq0x0w6h!hz|3;^{z=>Vjx~D}Mfut5*v6Wjd+~0cuPhkx{iT&( z|82ew$fN+PovTyL=4cK}Z)lYpsF{anYsd(>_dM2%3hz8Zu~e$8(ZMIm&0fTgM&LUW zMy0wRqa?DbzRbO_IIV6O)hRQ}7>N&m<3_XQTOwJN1{*XFj~tNpkc7Vu>g7NT2hY1d zCRnz8EKhr2_#BZf@(ph_#)D=L{|6aj<#L37TZ;85-nigRh=KpdO^5YO@h7JOi^jS< z$3_VeJc1)PEQ92|SF`qdtxgrWQf8>B-tj6;Uq`ige|0w}NQFt3HWX%+*j6kf`8;~| z&F}x9lN_}r@+%2)HmWRWU0;t1pl|K?$^OQ>Y%-=y_11LWHjj#WeL11+EVt|cCZ;_H zVk`Fg)C>Q7{1z#aicYyo-GhR+(Ia@nT2N7oi&WnIkb1OrCdY!WXdxtmz3*7$Ay&l#`5whG90Dn{+>+!4g0ri9&Fb#EV?s3H@t3%ZAQSV z_Kbtdj=gGYQXU4oXydTk^Ho?Jh|R6^dMnaAM6-5u&>m8~I;ZKF zd`VdfcE5oc{RD@#55L;{j{fBsg&7JjE$ze64+{_aDNajAh zonY&CUsOk0%}Dih2@m{t*Z`wMf7~%S{^Cu5P~U}=)+^KO2#?a=cQg{qVkL*heob@G({T`!jqyV zsS?X%x$kk5{?%S*IE{U}K=~Z9ZtmRLUqVga$vJG>S+CE0<{hE-tl{nGeog0iBuZah zdR$iLY`?bF>u)1F=cA9~5l_%(Q`p~RT4sz|lT z9kZ37g0G`RGRbq$&)t>p7tl^5&mzYH$bwFTIfrLB_h3d<&<`(zmI$h{cBL{R*t04xV+4puw+6|r8j%TIvcA-nA76z?H)hOeJD8X`yw4F8e_z2iM1tdDl$d3 zv0fiKQLio)VEfcW{Jw&)koUd2RWI4}YPyK@pe@b>8Qn zb>4($BVE}{vMY?>1r29{!m2NV4A+KlUbz$#{0J&0_jFYhwW7E?PW7JnZ)IzI>wnn9 z*PGw{r!;TM$|jc^N=5ett}90k74^Lx#&+#yi zy=VhQ_n1Cl`XC?p2dOe(zD%-s%SZS*xgi^SlF=euvKRr`C_AnTRF>{q24pVItz1U02u5qB%j^{qPdgG02o?A*RW zB$@b>PRy`+xPH0jT5q{KNV`1N8@+q7RQJ_%&}7P`?t9gQS7Tt9Mr43GultNeMk-qA zCTB2l^mtID_XAG4fZ^S>zKRMD2Gy44D&nVH5mb_kts-OTQ=iiqy^#n}JNXEs_lokT zgnv#337&-3kmII%NUuTh7;s320G7vsL*KYyeE<&C3cv_2;ZTb>>=Hf>^qHAJ4Y~RNA}H z4XEXy9hH|3w<{qz(rS6l38LFWp{(eRUK*}RHhF{y;POG~n%c(ZgPWtngw|AVN>-aGo9sjDDe7$)YtIW5*V55ZSsUL+LaB$C_r=$}iw{$NIpyo~Vc z?sz2qv2nkai=zL;k0zQmF1e-UtWz~ahE}HCh4=no>amB z4Z_S%9d>%1XNJd2cRXaN96myDbg>@q+jx75B!QPaMpl6q8h`MC;-mnv1%~gj4q049nDNIos2v z{kr9Qi>)Rgct})wDiyy~v7F#rf4oq7hqi(|PJOO$sB^tWhsN?{JF6ZNZRtea3%~5U0X~O%;{YJutwVeDHB8IeI`8`>n^l~)vS2P!$8@YF~$?~eK zxN`<)Gk#(KLH@ffD!%!$3j|8>_J3K2WF?`v+8|mdN(-u4MwCOSaBuv3-08qyv4{mH zcyRsb0H&oaD$#d|hlobxwW_`Q#(>tl#?9ei$s?OH^Lkm?qIM(7`EWh{ui9Qppui)p z0U>C&Vrk-z7#eLU;-_!dW|$zH5ZDMW7ZdCbJTr>CwFldB-B9pY^?Z~j6XFr(=5NdT zHvp3w|%j@!6lZve->f{<(PrYiy_HfVg_(y1Fo?2>Bm9V*n*I05+M6W3;uH zipvEc5CIYhg!m7mHZB;%!NdLGLr)Rghwg9}geD#o0{K-h^Wrp#*T6QH1Qu)jK8F4a zIUQWZGUK{)MH66z6V!j z)xye7pr97Ofn!Hp$c`XV>$g4jEe9jCpa9&`0%!&Q)0heON;uO!?7io?Aq0Zm{J+Hu z+|&a2ag2=GSO)5$3kG`7Y6wOk^k16q>VWl&Qbzw zAW8=y#-)3#4wm?Y8Z6WS=yA^01X5z6Sm$9F1j6)(b2cpiPSXO+;G{0r`C`b(b+JJs z1%-71K3s;hM@-j6Vtod&>%VdN)o=sosSEJ4{(JGW!D_p)jWGVvKrmRZ3kcx4wSr}a z(K7=ef*GIznGwHxD}=x{*aWH}03o&uu0n-<5$t&a8N#kSe{g+d0oAd_U diff --git a/matlab/statistics-resampling.prj b/matlab/statistics-resampling.prj index d6c93e1..4bfa4d0 100644 --- a/matlab/statistics-resampling.prj +++ b/matlab/statistics-resampling.prj @@ -1,5 +1,5 @@ - + statistics-resampling Andrew Penn andy.c.penn@gmail.com