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Type 'q()' to quit R. > x <- c(106.42,106.22,106.32,105.81,105.92,107.54,107.34,107.24,107.74,105.71,105.41,106.22,106.32,106.12,106.22,105.92,105.71,105.71,105.92,105.71,105.41,104.49,101.35,99.72,99.01,97.89,95.86,94.95,95.35,95.15,95.46,95.56,95.05,94.64,93.63,93.12,93.53,97.18,96.27,95.15,97.08,101.95,103.07,103.68,102.87,102.56,103.38,103.27,102.89,102.69,101.54,102.9,101.53,101.96,101.99,101.11,101.75,101.71,104.11,103.57,103.32,103.64,103.68,103.79,103.01,101.54,101.9,103.68,104.62,104.11,105.04,104.83,105.05,104.68,107.32,109.9,109.77,110.69,110.54,110.89,110.95,109.73,110.85,110.39,110.58,110.4,111.07,110.86,111.38,111.44,110.36,110.06,108.34,107.94,107.39,107.1,107.61,107.74,106.9,106.71,106.6,108.21,110.54,110.91,109.51,110.27,111.39,112.13,111.64) > 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$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/ > #Source of accompanying publication: Office for Research, Development, and Education > #Technical description: Write here your technical program description (don't use hard returns!) > par1 <- as.numeric(par1) > par2 <- as.numeric(par2) > if (par1 < 10) par1 = 10 > if (par1 > 5000) par1 = 5000 > if (par2 < 3) par2 = 3 > if (par2 > length(x)) par2 = length(x) > library(lattice) > library(boot) Attaching package: 'boot' The following object(s) are masked from 'package:lattice': melanoma > boot.stat <- function(s) + { + s.mean <- mean(s) + s.median <- median(s) + s.midrange <- (max(s) + min(s)) / 2 + c(s.mean, s.median, s.midrange) + } > (r <- tsboot(x, boot.stat, R=par1, l=12, sim='fixed')) BLOCK BOOTSTRAP FOR TIME SERIES Fixed Block Length of 12 Call: tsboot(tseries = x, statistic = boot.stat, R = par1, l = 12, sim = "fixed") Bootstrap Statistics : original bias std. error t1* 104.5954 0.04368257 1.2717970 t2* 105.4100 -0.18680000 1.2850402 t3* 102.6250 0.25190000 0.6438246 > postscript(file="/var/www/wessaorg/rcomp/tmp/152qb1304443610.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(r$t[,1],type='p',ylab='simulated values',main='Simulation of Mean') > grid() > dev.off() null device 1 > postscript(file="/var/www/wessaorg/rcomp/tmp/22dpr1304443610.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(r$t[,2],type='p',ylab='simulated values',main='Simulation of Median') > grid() > dev.off() null device 1 > postscript(file="/var/www/wessaorg/rcomp/tmp/3kj1w1304443610.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(r$t[,3],type='p',ylab='simulated values',main='Simulation of Midrange') > grid() > dev.off() null device 1 > postscript(file="/var/www/wessaorg/rcomp/tmp/46z9r1304443610.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > densityplot(~r$t[,1],col='black',main='Density Plot',xlab='mean') > dev.off() null device 1 > postscript(file="/var/www/wessaorg/rcomp/tmp/5d1721304443610.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > densityplot(~r$t[,2],col='black',main='Density Plot',xlab='median') > dev.off() null device 1 > postscript(file="/var/www/wessaorg/rcomp/tmp/66a8b1304443610.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])) 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/wessaorg/rcomp/tmp/7oy3n1304443610.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(101.418256880734, 103.846238532110, 104.806100917431, : some notches went outside hinges ('box'): maybe set notch=FALSE > grid() > dev.off() null device 1 > > #Note: the /var/www/wessaorg/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab > load(file="/var/www/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/www/wessaorg/rcomp/tmp/8sxuc1304443610.tab") > > try(system("convert tmp/152qb1304443610.ps tmp/152qb1304443610.png",intern=TRUE)) character(0) > try(system("convert tmp/22dpr1304443610.ps tmp/22dpr1304443610.png",intern=TRUE)) character(0) > try(system("convert tmp/3kj1w1304443610.ps tmp/3kj1w1304443610.png",intern=TRUE)) character(0) > try(system("convert tmp/46z9r1304443610.ps tmp/46z9r1304443610.png",intern=TRUE)) character(0) > try(system("convert tmp/5d1721304443610.ps tmp/5d1721304443610.png",intern=TRUE)) character(0) > try(system("convert tmp/66a8b1304443610.ps tmp/66a8b1304443610.png",intern=TRUE)) character(0) > try(system("convert tmp/7oy3n1304443610.ps tmp/7oy3n1304443610.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 4.950 0.630 5.697