R version 2.9.0 (2009-04-17)
Copyright (C) 2009 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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> x <- c(5.2100,5.2300,5.2300,5.2300,5.2200,5.2100,5.2300,5.2500,5.2300,5.2300,5.2500,5.2400,5.2600,5.2700,5.2600,5.2900,5.2900,5.2900,5.2900,5.3100,5.3300,5.3400,5.3400,5.3700,5.4100,5.4100,5.3800,5.4400,5.4400,5.4600,5.4600,5.4500,5.4600,5.4600,5.4800,5.4700,5.4800,5.5100,5.5500,5.5800,5.5900,5.6000,5.6000,5.6700,5.7100,5.7000,5.7300,5.7200,5.7500,5.7500,5.7700,5.8300,5.8500,5.8700,5.8600,5.8700,5.9300,5.9700,5.9800,5.9900,5.9900,6.0300,6.0600,6.0700,6.0800,6.0800,6.1000,6.1300,6.1400,6.1400,6.1600,6.2000,6.1900,6.3200,6.3200,6.3300,6.3200,6.3300,6.3800,6.4200,6.4600,6.4700,6.4200,6.4800,6.4700,6.4900,6.4800,6.5100,6.5100,6.5200,6.5700,6.5900,6.6200,6.6300,6.6100,6.6400,6.6900,6.6900,6.7500,6.7700,6.8100,6.8100,6.8100,6.8700,6.8600,6.8800,6.8800,6.9200,6.9200,6.9900,7.0200,7.0500,7.0600,7.0600,7.0900,7.1200,7.2300,7.3100,7.4500,7.4900,7.5400,7.5500,7.5800,7.6000,7.6300,7.6400,7.6300,7.6600,7.6400,7.6900,7.7000,7.6800)
> par2 = '12'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1 < 10) par1 = 10
> if (par1 > 5000) par1 = 5000
> if (par2 < 3) par2 = 3
> if (par2 > length(x)) par2 = length(x)
> library(lattice)
> library(boot)

Attaching package: 'boot'


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

	 melanoma 

> boot.stat <- function(s)
+ {
+ s.mean <- mean(s)
+ s.median <- median(s)
+ s.midrange <- (max(s) + min(s)) / 2
+ c(s.mean, s.median, s.midrange)
+ }
> (r <- tsboot(x, boot.stat, R=par1, l=12, sim='fixed'))

BLOCK BOOTSTRAP FOR TIME SERIES

Fixed Block Length of 12 

Call:
tsboot(tseries = x, statistic = boot.stat, R = par1, l = 12, 
    sim = "fixed")


Bootstrap Statistics :
    original      bias    std. error
t1* 6.188712  0.06507576  0.18620126
t2* 6.090000  0.13930000  0.28414033
t3* 6.455000 -0.02440000  0.07838055
> postscript(file="/var/www/html/rcomp/tmp/1saos1261032742.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> plot(r$t[,1],type='p',ylab='simulated values',main='Simulation of Mean')
> grid()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/2ql9m1261032742.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> plot(r$t[,2],type='p',ylab='simulated values',main='Simulation of Median')
> grid()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/3nkv11261032742.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> plot(r$t[,3],type='p',ylab='simulated values',main='Simulation of Midrange')
> grid()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/4n3or1261032742.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> densityplot(~r$t[,1],col='black',main='Density Plot',xlab='mean')
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/5zq9s1261032742.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> densityplot(~r$t[,2],col='black',main='Density Plot',xlab='median')
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6dwwa1261032742.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> densityplot(~r$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$t[,3]))
Warning message:
In data.row.names(row.names, rowsi, i) :
  some row.names duplicated: 2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50 --> row.names NOT used
> colnames(z) <- list('mean','median','midrange')
> postscript(file="/var/www/html/rcomp/tmp/7zdte1261032742.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> boxplot(z,notch=TRUE,ylab='simulated values',main='Bootstrap Simulation - Central Tendency')
Warning message:
In bxp(list(stats = c(5.85825757575758, 6.14469696969697, 6.23727272727273,  :
  some notches went outside hinges ('box'): maybe set notch=FALSE
> grid()
> dev.off()
null device 
          1 
> 
> #Note: the /var/www/html/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/www/html/rcomp/createtable")
> 
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a,'Estimation Results of Blocked Bootstrap',6,TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,'statistic',header=TRUE)
> a<-table.element(a,'Q1',header=TRUE)
> a<-table.element(a,'Estimate',header=TRUE)
> a<-table.element(a,'Q3',header=TRUE)
> a<-table.element(a,'S.D.',header=TRUE)
> a<-table.element(a,'IQR',header=TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,'mean',header=TRUE)
> q1 <- quantile(r$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/www/html/rcomp/tmp/8bkij1261032743.tab") 
> 
> try(system("convert tmp/1saos1261032742.ps tmp/1saos1261032742.png",intern=TRUE))
character(0)
> try(system("convert tmp/2ql9m1261032742.ps tmp/2ql9m1261032742.png",intern=TRUE))
character(0)
> try(system("convert tmp/3nkv11261032742.ps tmp/3nkv11261032742.png",intern=TRUE))
character(0)
> try(system("convert tmp/4n3or1261032742.ps tmp/4n3or1261032742.png",intern=TRUE))
character(0)
> try(system("convert tmp/5zq9s1261032742.ps tmp/5zq9s1261032742.png",intern=TRUE))
character(0)
> try(system("convert tmp/6dwwa1261032742.ps tmp/6dwwa1261032742.png",intern=TRUE))
character(0)
> try(system("convert tmp/7zdte1261032742.ps tmp/7zdte1261032742.png",intern=TRUE))
character(0)
> 
> 
> proc.time()
   user  system elapsed 
  1.709   1.043   5.401