x <- c(54931232,53922861,55719804,52987449,47492381,48189983,56094698,54534466,51642979,57872617,50039368,51158751,58434230,54072107,54549320,53939345,44968981,43475289,51201280,51046272,46417306,54222266,46013057,43033396,50615569,45057149,46497981,47427901,39454830,38602505,45799995,39404153,42273156,46117529,37668266,37123384,44670641,39743542,42302792,43075518,35447406,38225519,44150028,40699204,41677560,44051121,38882303,38399780,45473273,38497691,43119728,42593544,34181220,36333563,41570966,37708710,40059103,38937434,35492936,35810357,39923931) par2 = '36' par1 = '0' par1 <- as.numeric(par1) par2 <- as.numeric(par2) x <- as.ts(x) library(lattice) postscript(file="/var/wessaorg/rcomp/tmp/1rzeo1322333753.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) plot(x,type='l',main='Run Sequence Plot',xlab='time or index',ylab='value') grid() dev.off() postscript(file="/var/wessaorg/rcomp/tmp/2mdyu1322333753.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) hist(x) grid() dev.off() postscript(file="/var/wessaorg/rcomp/tmp/3973i1322333753.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) if (par1 > 0) { densityplot(~x,col='black',main=paste('Density Plot bw = ',par1),bw=par1) } else { densityplot(~x,col='black',main='Density Plot') } dev.off() postscript(file="/var/wessaorg/rcomp/tmp/4pc171322333753.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) qqnorm(x) qqline(x) grid() dev.off() if (par2 > 0) { postscript(file="/var/wessaorg/rcomp/tmp/5uj531322333753.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) dum <- cbind(lag(x,k=1),x) dum dum1 <- dum[2:length(x),] dum1 z <- as.data.frame(dum1) z plot(z,main='Lag plot (k=1), lowess, and regression line') lines(lowess(z)) abline(lm(z)) dev.off() if (par2 > 1) { postscript(file="/var/wessaorg/rcomp/tmp/68uw11322333753.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) dum <- cbind(lag(x,k=par2),x) dum dum1 <- dum[(par2+1):length(x),] dum1 z <- as.data.frame(dum1) z mylagtitle <- 'Lag plot (k=' mylagtitle <- paste(mylagtitle,par2,sep='') mylagtitle <- paste(mylagtitle,'), and lowess',sep='') plot(z,main=mylagtitle) lines(lowess(z)) dev.off() } postscript(file="/var/wessaorg/rcomp/tmp/70tmv1322333753.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) acf(x,lag.max=par2,main='Autocorrelation Function') grid() dev.off() } summary(x) #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,'Descriptive Statistics',2,TRUE) a<-table.row.end(a) a<-table.row.start(a) a<-table.element(a,'# observations',header=TRUE) a<-table.element(a,length(x)) a<-table.row.end(a) a<-table.row.start(a) a<-table.element(a,'minimum',header=TRUE) a<-table.element(a,min(x)) a<-table.row.end(a) a<-table.row.start(a) a<-table.element(a,'Q1',header=TRUE) a<-table.element(a,quantile(x,0.25)) a<-table.row.end(a) a<-table.row.start(a) a<-table.element(a,'median',header=TRUE) a<-table.element(a,median(x)) a<-table.row.end(a) a<-table.row.start(a) a<-table.element(a,'mean',header=TRUE) a<-table.element(a,mean(x)) a<-table.row.end(a) a<-table.row.start(a) a<-table.element(a,'Q3',header=TRUE) a<-table.element(a,quantile(x,0.75)) a<-table.row.end(a) a<-table.row.start(a) a<-table.element(a,'maximum',header=TRUE) a<-table.element(a,max(x)) a<-table.row.end(a) a<-table.end(a) table.save(a,file="/var/wessaorg/rcomp/tmp/8zd4r1322333753.tab") try(system("convert tmp/1rzeo1322333753.ps tmp/1rzeo1322333753.png",intern=TRUE)) try(system("convert tmp/2mdyu1322333753.ps tmp/2mdyu1322333753.png",intern=TRUE)) try(system("convert tmp/3973i1322333753.ps tmp/3973i1322333753.png",intern=TRUE)) try(system("convert tmp/4pc171322333753.ps tmp/4pc171322333753.png",intern=TRUE)) try(system("convert tmp/5uj531322333753.ps tmp/5uj531322333753.png",intern=TRUE)) try(system("convert tmp/68uw11322333753.ps tmp/68uw11322333753.png",intern=TRUE)) try(system("convert tmp/70tmv1322333753.ps tmp/70tmv1322333753.png",intern=TRUE))