source('/home/pw/wessanet/cretab') myrfcuid = '' x <- 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par4 = 'P1 P5 Q1 Q3 P95 P99' par3 = '0.4' par2 = '5' par1 = '1000' par4 <- 'P1 P5 Q1 Q3 P95 P99' par3 <- '0.4' par2 <- '5' par1 <- '1000' #'GNU S' R Code compiled by R2WASP v. 1.2.327 (Thu, 16 May 2019 17:39:33 +0200) #Author: root #To cite this work: Wessa P., (2019), Bootstrap Plot for Central Tendency (v1.0.16) in Free Statistics Software (v$_version), Office for Research Development and Education, URL https://www.wessa.net/rwasp_bootstrapplot1.wasp/ #Source of accompanying publication: Office for Research, Development, and Education # par1 <- as.numeric(par1) par2 <- as.numeric(par2) if (par3 == '0') bw <- 0.4 if (par3 != '0') bw <- as.numeric(par3) if(bw<0) bw=0.1 if (par1 < 10) par1 = 10 if (par1 > 5000) par1 = 5000 library(modeest) library(lattice) library(boot) boot.stat <- function(s,i) { s.mean <- mean(s[i]) s.median <- median(s[i]) s.midrange <- (max(s[i]) + min(s[i])) / 2 s.mode <- hrm(s[i], bw=bw) s.kernelmode <- mlv(s[i], method='parzen', kernel='gaussian') c(s.mean, s.median, s.midrange, s.mode, s.kernelmode) } x<-na.omit(x) (r <- boot(x,boot.stat, R=par1, stype='i')) postscript(file="/home/pw/wessanet/rcomp/tmp/177wu1563819361.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) plot(r$t[,1],type='p',ylab='simulated values',main='Simulation of Mean') grid() dev.off() postscript(file="/home/pw/wessanet/rcomp/tmp/2tlf61563819361.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) plot(r$t[,2],type='p',ylab='simulated values',main='Simulation of Median') grid() dev.off() postscript(file="/home/pw/wessanet/rcomp/tmp/3bjnc1563819361.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) plot(r$t[,3],type='p',ylab='simulated values',main='Simulation of Midrange') grid() dev.off() postscript(file="/home/pw/wessanet/rcomp/tmp/4aukz1563819361.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) plot(r$t[,4],type='p',ylab='simulated values',main='Simulation of Mode') grid() dev.off() postscript(file="/home/pw/wessanet/rcomp/tmp/5ne821563819361.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) plot(r$t[,5],type='p',ylab='simulated values',main='Simulation of Mode of Kernel Density') grid() dev.off() postscript(file="/home/pw/wessanet/rcomp/tmp/6aa131563819361.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) densityplot(~r$t[,1],col='black',main='Density Plot',xlab='mean') dev.off() postscript(file="/home/pw/wessanet/rcomp/tmp/7o1zu1563819361.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) densityplot(~r$t[,2],col='black',main='Density Plot',xlab='median') dev.off() postscript(file="/home/pw/wessanet/rcomp/tmp/83q5n1563819361.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) densityplot(~r$t[,3],col='black',main='Density Plot',xlab='midrange') dev.off() postscript(file="/home/pw/wessanet/rcomp/tmp/9cn6u1563819361.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) densityplot(~r$t[,4],col='black',main='Density Plot',xlab='mode') dev.off() postscript(file="/home/pw/wessanet/rcomp/tmp/10qm6l1563819361.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) densityplot(~r$t[,5],col='black',main='Density Plot',xlab='mode of kernel dens.') dev.off() z <- data.frame(cbind(r$t[,1],r$t[,2],r$t[,3],r$t[,4],r$t[,5])) colnames(z) <- list('mean','median','midrange','mode','mode k.dens') postscript(file="/home/pw/wessanet/rcomp/tmp/11hcrd1563819361.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) boxplot(z,notch=TRUE,ylab='simulated values',main='Bootstrap Simulation - Central Tendency') grid() dev.off() a<-table.start() a<-table.row.start(a) a<-table.element(a,'Estimation Results of Bootstrap',10,TRUE) a<-table.row.end(a) if (par4 == 'P1 P5 Q1 Q3 P95 P99') { myq.1 <- 0.01 myq.2 <- 0.05 myq.3 <- 0.95 myq.4 <- 0.99 myl.1 <- 'P1' myl.2 <- 'P5' myl.3 <- 'P95' myl.4 <- 'P99' } if (par4 == 'P0.5 P2.5 Q1 Q3 P97.5 P99.5') { myq.1 <- 0.005 myq.2 <- 0.025 myq.3 <- 0.975 myq.4 <- 0.995 myl.1 <- 'P0.5' myl.2 <- 'P2.5' myl.3 <- 'P97.5' myl.4 <- 'P99.5' } if (par4 == 'P10 P20 Q1 Q3 P80 P90') { myq.1 <- 0.10 myq.2 <- 0.20 myq.3 <- 0.80 myq.4 <- 0.90 myl.1 <- 'P10' myl.2 <- 'P20' myl.3 <- 'P80' myl.4 <- 'P90' } a<-table.row.start(a) a<-table.element(a,'statistic',header=TRUE) a<-table.element(a,myl.1,header=TRUE) a<-table.element(a,myl.2,header=TRUE) a<-table.element(a,'Q1',header=TRUE) a<-table.element(a,'Estimate',header=TRUE) a<-table.element(a,'Q3',header=TRUE) a<-table.element(a,myl.3,header=TRUE) a<-table.element(a,myl.4,header=TRUE) a<-table.element(a,'S.D.',header=TRUE) a<-table.element(a,'IQR',header=TRUE) a<-table.row.end(a) a<-table.row.start(a) a<-table.element(a,'mean',header=TRUE) q1 <- quantile(r$t[,1],0.25)[[1]] q3 <- quantile(r$t[,1],0.75)[[1]] p01 <- quantile(r$t[,1],myq.1)[[1]] p05 <- quantile(r$t[,1],myq.2)[[1]] p95 <- quantile(r$t[,1],myq.3)[[1]] p99 <- quantile(r$t[,1],myq.4)[[1]] a<-table.element(a,signif(p01,par2)) a<-table.element(a,signif(p05,par2)) a<-table.element(a,signif(q1,par2)) a<-table.element(a,signif(r$t0[1],par2)) a<-table.element(a,signif(q3,par2)) a<-table.element(a,signif(p95,par2)) a<-table.element(a,signif(p99,par2)) a<-table.element( a,signif( sqrt(var(r$t[,1])),par2 ) ) a<-table.element(a,signif(q3-q1,par2)) a<-table.row.end(a) a<-table.row.start(a) a<-table.element(a,'median',header=TRUE) q1 <- quantile(r$t[,2],0.25)[[1]] q3 <- quantile(r$t[,2],0.75)[[1]] p01 <- quantile(r$t[,2],myq.1)[[1]] p05 <- quantile(r$t[,2],myq.2)[[1]] p95 <- quantile(r$t[,2],myq.3)[[1]] p99 <- quantile(r$t[,2],myq.4)[[1]] a<-table.element(a,signif(p01,par2)) a<-table.element(a,signif(p05,par2)) a<-table.element(a,signif(q1,par2)) a<-table.element(a,signif(r$t0[2],par2)) a<-table.element(a,signif(q3,par2)) a<-table.element(a,signif(p95,par2)) a<-table.element(a,signif(p99,par2)) a<-table.element(a,signif(sqrt(var(r$t[,2])),par2)) a<-table.element(a,signif(q3-q1,par2)) a<-table.row.end(a) a<-table.row.start(a) a<-table.element(a,'midrange',header=TRUE) q1 <- quantile(r$t[,3],0.25)[[1]] q3 <- quantile(r$t[,3],0.75)[[1]] p01 <- quantile(r$t[,3],myq.1)[[1]] p05 <- quantile(r$t[,3],myq.2)[[1]] p95 <- quantile(r$t[,3],myq.3)[[1]] p99 <- quantile(r$t[,3],myq.4)[[1]] a<-table.element(a,signif(p01,par2)) a<-table.element(a,signif(p05,par2)) a<-table.element(a,signif(q1,par2)) a<-table.element(a,signif(r$t0[3],par2)) a<-table.element(a,signif(q3,par2)) a<-table.element(a,signif(p95,par2)) a<-table.element(a,signif(p99,par2)) a<-table.element(a,signif(sqrt(var(r$t[,3])),par2)) a<-table.element(a,signif(q3-q1,par2)) a<-table.row.end(a) a<-table.row.start(a) a<-table.element(a,'mode',header=TRUE) q1 <- quantile(r$t[,4],0.25)[[1]] q3 <- quantile(r$t[,4],0.75)[[1]] p01 <- quantile(r$t[,4],myq.1)[[1]] p05 <- quantile(r$t[,4],myq.2)[[1]] p95 <- quantile(r$t[,4],myq.3)[[1]] p99 <- quantile(r$t[,4],myq.4)[[1]] a<-table.element(a,signif(p01,par2)) a<-table.element(a,signif(p05,par2)) a<-table.element(a,signif(q1,par2)) a<-table.element(a,signif(r$t0[4],par2)) a<-table.element(a,signif(q3,par2)) a<-table.element(a,signif(p95,par2)) a<-table.element(a,signif(p99,par2)) a<-table.element(a,signif(sqrt(var(r$t[,4])),par2)) a<-table.element(a,signif(q3-q1,par2)) a<-table.row.end(a) a<-table.row.start(a) a<-table.element(a,'mode k.dens',header=TRUE) q1 <- quantile(r$t[,5],0.25)[[1]] q3 <- quantile(r$t[,5],0.75)[[1]] p01 <- quantile(r$t[,5],myq.1)[[1]] p05 <- quantile(r$t[,5],myq.2)[[1]] p95 <- quantile(r$t[,5],myq.3)[[1]] p99 <- quantile(r$t[,5],myq.4)[[1]] a<-table.element(a,signif(p01,par2)) a<-table.element(a,signif(p05,par2)) a<-table.element(a,signif(q1,par2)) a<-table.element(a,signif(r$t0[5],par2)) a<-table.element(a,signif(q3,par2)) a<-table.element(a,signif(p95,par2)) a<-table.element(a,signif(p99,par2)) a<-table.element(a,signif(sqrt(var(r$t[,5])),par2)) a<-table.element(a,signif(q3-q1,par2)) a<-table.row.end(a) a<-table.end(a) table.save(a,file="/home/pw/wessanet/rcomp/tmp/12a5va1563819361.tab") try(system("convert /home/pw/wessanet/rcomp/tmp/177wu1563819361.ps /home/pw/wessanet/rcomp/tmp/177wu1563819361.png",intern=TRUE)) try(system("convert /home/pw/wessanet/rcomp/tmp/2tlf61563819361.ps /home/pw/wessanet/rcomp/tmp/2tlf61563819361.png",intern=TRUE)) try(system("convert /home/pw/wessanet/rcomp/tmp/3bjnc1563819361.ps /home/pw/wessanet/rcomp/tmp/3bjnc1563819361.png",intern=TRUE)) try(system("convert /home/pw/wessanet/rcomp/tmp/4aukz1563819361.ps /home/pw/wessanet/rcomp/tmp/4aukz1563819361.png",intern=TRUE)) try(system("convert /home/pw/wessanet/rcomp/tmp/5ne821563819361.ps /home/pw/wessanet/rcomp/tmp/5ne821563819361.png",intern=TRUE)) try(system("convert /home/pw/wessanet/rcomp/tmp/6aa131563819361.ps /home/pw/wessanet/rcomp/tmp/6aa131563819361.png",intern=TRUE)) try(system("convert /home/pw/wessanet/rcomp/tmp/7o1zu1563819361.ps /home/pw/wessanet/rcomp/tmp/7o1zu1563819361.png",intern=TRUE)) try(system("convert /home/pw/wessanet/rcomp/tmp/83q5n1563819361.ps /home/pw/wessanet/rcomp/tmp/83q5n1563819361.png",intern=TRUE)) try(system("convert /home/pw/wessanet/rcomp/tmp/9cn6u1563819361.ps /home/pw/wessanet/rcomp/tmp/9cn6u1563819361.png",intern=TRUE)) try(system("convert /home/pw/wessanet/rcomp/tmp/10qm6l1563819361.ps /home/pw/wessanet/rcomp/tmp/10qm6l1563819361.png",intern=TRUE)) try(system("convert /home/pw/wessanet/rcomp/tmp/11hcrd1563819361.ps /home/pw/wessanet/rcomp/tmp/11hcrd1563819361.png",intern=TRUE))