R version 2.13.0 (2011-04-13)
Copyright (C) 2011 The R Foundation for Statistical Computing
ISBN 3-900051-07-0
Platform: i486-pc-linux-gnu (32-bit)

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> x <- c(0.129,0.130,0.132,0.133,0.134,0.134,0.134,0.134,0.134,0.134,0.135,0.135,0.135,0.135,0.135,0.135,0.135,0.135,0.135,0.135,0.136,0.136,0.136,0.136,0.136,0.136,0.136,0.137,0.137,0.137,0.137,0.137,0.137,0.137,0.137,0.137,0.137,0.137,0.137,0.138,0.138,0.138,0.138,0.138,0.138,0.138,0.138,0.138,0.138,0.138,0.139,0.139,0.139,0.139,0.139,0.139,0.139,0.139,0.139,0.139,0.139,0.139,0.139,0.139,0.140,0.140,0.140,0.140,0.140,0.140,0.140,0.140,0.140,0.140,0.140,0.140,0.140,0.140,0.140,0.140,0.140,0.141,0.141,0.141,0.141,0.141,0.141,0.141,0.141,0.141,0.141,0.141,0.141,0.141,0.142,0.142,0.142,0.142,0.142,0.142,0.142,0.143,0.143,0.143,0.143,0.143,0.143,0.143,0.143,0.144,0.144,0.144,0.144,0.144,0.144,0.144,0.145,0.145,0.146,0.146,0.146,0.146,0.146)
> par1 = '500'
> par1 <- '500'
> #'GNU S' R Code compiled by R2WASP v. 1.2.291 ()
> #Author: root
> #To cite this work: Wessa P., (2012), Bootstrap Plot for Central Tendency (v1.0.4) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_bootstrapplot1.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #
> par1 <- as.numeric(par1)
> if (par1 < 10) par1 = 10
> if (par1 > 5000) par1 = 5000
> library(lattice)
> library(boot)

Attaching package: 'boot'

The following object(s) are masked from 'package:lattice':

    melanoma

> boot.stat <- function(s,i)
+ {
+ s.mean <- mean(s[i])
+ s.median <- median(s[i])
+ s.midrange <- (max(s[i]) + min(s[i])) / 2
+ c(s.mean, s.median, s.midrange)
+ }
> (r <- boot(x,boot.stat, R=par1, stype='i'))

ORDINARY NONPARAMETRIC BOOTSTRAP


Call:
boot(data = x, statistic = boot.stat, R = par1, stype = "i")


Bootstrap Statistics :
     original        bias     std. error
t1* 0.1391626 -1.539837e-05 0.0002924152
t2* 0.1390000  3.040000e-04 0.0004940366
t3* 0.1375000  3.870000e-04 0.0006094866
> postscript(file="/var/wessaorg/rcomp/tmp/1dzke1344958744.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> plot(r$t[,1],type='p',ylab='simulated values',main='Simulation of Mean')
> grid()
> dev.off()
null device 
          1 
> postscript(file="/var/wessaorg/rcomp/tmp/2mcvq1344958744.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> plot(r$t[,2],type='p',ylab='simulated values',main='Simulation of Median')
> grid()
> dev.off()
null device 
          1 
> postscript(file="/var/wessaorg/rcomp/tmp/39waw1344958744.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> plot(r$t[,3],type='p',ylab='simulated values',main='Simulation of Midrange')
> grid()
> dev.off()
null device 
          1 
> postscript(file="/var/wessaorg/rcomp/tmp/4l0l51344958744.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> densityplot(~r$t[,1],col='black',main='Density Plot',xlab='mean')
> dev.off()
null device 
          1 
> postscript(file="/var/wessaorg/rcomp/tmp/5ankg1344958744.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> densityplot(~r$t[,2],col='black',main='Density Plot',xlab='median')
> dev.off()
null device 
          1 
> postscript(file="/var/wessaorg/rcomp/tmp/6craw1344958744.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> densityplot(~r$t[,3],col='black',main='Density Plot',xlab='midrange')
> dev.off()
null device 
          1 
> z <- data.frame(cbind(r$t[,1],r$t[,2],r$t[,3]))
> colnames(z) <- list('mean','median','midrange')
> postscript(file="/var/wessaorg/rcomp/tmp/7yiub1344958744.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> boxplot(z,notch=TRUE,ylab='simulated values',main='Bootstrap Simulation - Central Tendency')
Warning message:
In bxp(list(stats = c(0.13839837398374, 0.138943089430894, 0.139162601626016,  :
  some notches went outside hinges ('box'): maybe set notch=FALSE
> grid()
> dev.off()
null device 
          1 
> 
> #Note: the /var/wessaorg/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/wessaorg/rcomp/createtable")
> 
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a,'Estimation Results of Bootstrap',6,TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,'statistic',header=TRUE)
> a<-table.element(a,'Q1',header=TRUE)
> a<-table.element(a,'Estimate',header=TRUE)
> a<-table.element(a,'Q3',header=TRUE)
> a<-table.element(a,'S.D.',header=TRUE)
> a<-table.element(a,'IQR',header=TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,'mean',header=TRUE)
> q1 <- quantile(r$t[,1],0.25)[[1]]
> q3 <- quantile(r$t[,1],0.75)[[1]]
> a<-table.element(a,q1)
> a<-table.element(a,r$t0[1])
> a<-table.element(a,q3)
> a<-table.element(a,sqrt(var(r$t[,1])))
> a<-table.element(a,q3-q1)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,'median',header=TRUE)
> q1 <- quantile(r$t[,2],0.25)[[1]]
> q3 <- quantile(r$t[,2],0.75)[[1]]
> a<-table.element(a,q1)
> a<-table.element(a,r$t0[2])
> a<-table.element(a,q3)
> a<-table.element(a,sqrt(var(r$t[,2])))
> a<-table.element(a,q3-q1)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,'midrange',header=TRUE)
> q1 <- quantile(r$t[,3],0.25)[[1]]
> q3 <- quantile(r$t[,3],0.75)[[1]]
> a<-table.element(a,q1)
> a<-table.element(a,r$t0[3])
> a<-table.element(a,q3)
> a<-table.element(a,sqrt(var(r$t[,3])))
> a<-table.element(a,q3-q1)
> a<-table.row.end(a)
> a<-table.end(a)
> table.save(a,file="/var/wessaorg/rcomp/tmp/8j28x1344958744.tab") 
> 
> try(system("convert tmp/1dzke1344958744.ps tmp/1dzke1344958744.png",intern=TRUE))
character(0)
> try(system("convert tmp/2mcvq1344958744.ps tmp/2mcvq1344958744.png",intern=TRUE))
character(0)
> try(system("convert tmp/39waw1344958744.ps tmp/39waw1344958744.png",intern=TRUE))
character(0)
> try(system("convert tmp/4l0l51344958744.ps tmp/4l0l51344958744.png",intern=TRUE))
character(0)
> try(system("convert tmp/5ankg1344958744.ps tmp/5ankg1344958744.png",intern=TRUE))
character(0)
> try(system("convert tmp/6craw1344958744.ps tmp/6craw1344958744.png",intern=TRUE))
character(0)
> try(system("convert tmp/7yiub1344958744.ps tmp/7yiub1344958744.png",intern=TRUE))
character(0)
> 
> 
> proc.time()
   user  system elapsed 
  3.520   0.668   4.190