R version 3.1.0 (2014-04-10) -- "Spring Dance"
Copyright (C) 2014 The R Foundation for Statistical Computing
Platform: i686-pc-linux-gnu (32-bit)

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> x <- c(71.97
+ ,72.32
+ ,74.07
+ ,77.95
+ ,81.75
+ ,80.81
+ ,74.1
+ ,71.37
+ ,75.21
+ ,76.9
+ ,74.44
+ ,74.76
+ ,76.23
+ ,76.97
+ ,78.4
+ ,78.6
+ ,80.08
+ ,81.12
+ ,80.31
+ ,84.59
+ ,81.34
+ ,80.95
+ ,80.48
+ ,75.26
+ ,76.32
+ ,78.92
+ ,80.47
+ ,83.14
+ ,85.42
+ ,81.53
+ ,87.31
+ ,86.01
+ ,85.1
+ ,79.91
+ ,78.6
+ ,78.6
+ ,79.37
+ ,82.89
+ ,84.43
+ ,85.32
+ ,87.71
+ ,84.68
+ ,80.62
+ ,84.79
+ ,85.49
+ ,81.68
+ ,77.69
+ ,78.31
+ ,79.18
+ ,80.91
+ ,83.91
+ ,86.3
+ ,89.76
+ ,85.11
+ ,83.81
+ ,85.36
+ ,85.89
+ ,82.59
+ ,80.87
+ ,80.27
+ ,81.36
+ ,84.81
+ ,90.3
+ ,95.43
+ ,97.59
+ ,97.8
+ ,99.48
+ ,97.52
+ ,104.39
+ ,97.74
+ ,91.37
+ ,92.42
+ ,96.9
+ ,101.58
+ ,105.46
+ ,110.06
+ ,107.9
+ ,102.87
+ ,96.28
+ ,98.59
+ ,103.22
+ ,98.6
+ ,91.79
+ ,93.83
+ ,95.17
+ ,95.19
+ ,99.44
+ ,109.18
+ ,109.15
+ ,109.72
+ ,108.41
+ ,102.96
+ ,107.64
+ ,97.28
+ ,97.25
+ ,91.84
+ ,94.12
+ ,97.86
+ ,98.83
+ ,102.29
+ ,104.49
+ ,102.11
+ ,102.14
+ ,101.28
+ ,101.21
+ ,94.2
+ ,88.47
+ ,88.08
+ ,88.02
+ ,92.95
+ ,97.05
+ ,101.44
+ ,100.34
+ ,99.98
+ ,94.17
+ ,94.54
+ ,95.12
+ ,98.04
+ ,93.72
+ ,93.83
+ ,93.03
+ ,95.81
+ ,99.1
+ ,100.12
+ ,100.67
+ ,103.87
+ ,102.39
+ ,107.21
+ ,105.71
+ ,99.79
+ ,96.12
+ ,96.17
+ ,97.23
+ ,98.08
+ ,99.84
+ ,99.72
+ ,99.92
+ ,102.7
+ ,102.06
+ ,102.36
+ ,102.43
+ ,100.6
+ ,98.4
+ ,98.61
+ ,103.03
+ ,104.7
+ ,107.45
+ ,109.67
+ ,110.54
+ ,112.05
+ ,113.19
+ ,114.2
+ ,112.56
+ ,107.36
+ ,103.93
+ ,103.83
+ ,104.74
+ ,107.5
+ ,109.53
+ ,109.42
+ ,108.6
+ ,110.72
+ ,105.1
+ ,105.19
+ ,102.55
+ ,101.25
+ ,101.56
+ ,101.62
+ ,101.7
+ ,102.94
+ ,104.37
+ ,106.93
+ ,107.82
+ ,110.83
+ ,106.86
+ ,109.46
+ ,108.8
+ ,108.69
+ ,107.77
+ ,108.64
+ ,108.5
+ ,113.84
+ ,114.59
+ ,116.27
+ ,113.63
+ ,112.29
+ ,110.31
+ ,108.47
+ ,110.67
+ ,109.1
+ ,107.02
+ ,108.12
+ ,106.69
+ ,109.87
+ ,110.82
+ ,114.14
+ ,113.31
+ ,115.16
+ ,111.06
+ ,111.13
+ ,115.96
+ ,117.57
+ ,114.69
+ ,119.42
+ ,118.4
+ ,123.32
+ ,123.39
+ ,127.04
+ ,129.35
+ ,127.12
+ ,122.1
+ ,120.22
+ ,121.53
+ ,119.01
+ ,114.27
+ ,114.46)
> par2 = '12'
> par1 = '200'
> par2 <- '12'
> par1 <- '200'
> #'GNU S' R Code compiled by R2WASP v. 1.2.291 ()
> #Author: root
> #To cite this work: Wessa P., (2012), Blocked 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_bootstrapplot.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #
> 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 is 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*  97.83764  0.4071664    2.749559
t2*  99.75500  0.0729250    3.536661
t3* 100.36000 -1.1009000    2.758593
> postscript(file="/var/wessaorg/rcomp/tmp/1croh1398093560.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> plot(r$t[,1],type='p',ylab='simulated values',main='Simulation of Mean')
> grid()
> dev.off()
null device 
          1 
> postscript(file="/var/wessaorg/rcomp/tmp/29ft81398093560.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> plot(r$t[,2],type='p',ylab='simulated values',main='Simulation of Median')
> grid()
> dev.off()
null device 
          1 
> postscript(file="/var/wessaorg/rcomp/tmp/3mtbp1398093560.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> plot(r$t[,3],type='p',ylab='simulated values',main='Simulation of Midrange')
> grid()
> dev.off()
null device 
          1 
> postscript(file="/var/wessaorg/rcomp/tmp/4pxmg1398093560.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> densityplot(~r$t[,1],col='black',main='Density Plot',xlab='mean')
> dev.off()
null device 
          1 
> postscript(file="/var/wessaorg/rcomp/tmp/5lpde1398093560.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> densityplot(~r$t[,2],col='black',main='Density Plot',xlab='median')
> dev.off()
null device 
          1 
> postscript(file="/var/wessaorg/rcomp/tmp/6syvs1398093560.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> densityplot(~r$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$t[,3]))
> colnames(z) <- list('mean','median','midrange')
> postscript(file="/var/wessaorg/rcomp/tmp/7wetj1398093560.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> boxplot(z,notch=TRUE,ylab='simulated values',main='Bootstrap Simulation - Central Tendency')
Warning message:
In bxp(list(stats = c(91.9264814814815, 96.386875, 98.2662731481481,  :
  some notches went outside hinges ('box'): maybe set notch=FALSE
> grid()
> dev.off()
null device 
          1 
> 
> #Note: the /var/wessaorg/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/wessaorg/rcomp/createtable")
> 
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a,'Estimation Results of Blocked Bootstrap',6,TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,'statistic',header=TRUE)
> a<-table.element(a,'Q1',header=TRUE)
> a<-table.element(a,'Estimate',header=TRUE)
> a<-table.element(a,'Q3',header=TRUE)
> a<-table.element(a,'S.D.',header=TRUE)
> a<-table.element(a,'IQR',header=TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,'mean',header=TRUE)
> q1 <- quantile(r$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/wessaorg/rcomp/tmp/897os1398093560.tab") 
> 
> try(system("convert tmp/1croh1398093560.ps tmp/1croh1398093560.png",intern=TRUE))
character(0)
> try(system("convert tmp/29ft81398093560.ps tmp/29ft81398093560.png",intern=TRUE))
character(0)
> try(system("convert tmp/3mtbp1398093560.ps tmp/3mtbp1398093560.png",intern=TRUE))
character(0)
> try(system("convert tmp/4pxmg1398093560.ps tmp/4pxmg1398093560.png",intern=TRUE))
character(0)
> try(system("convert tmp/5lpde1398093560.ps tmp/5lpde1398093560.png",intern=TRUE))
character(0)
> try(system("convert tmp/6syvs1398093560.ps tmp/6syvs1398093560.png",intern=TRUE))
character(0)
> try(system("convert tmp/7wetj1398093560.ps tmp/7wetj1398093560.png",intern=TRUE))
character(0)
> 
> 
> proc.time()
   user  system elapsed 
  4.025   0.649   4.727