x <- c(15.73,16.17,12.00,12.86,10.30,12.97,12.06,10.49,5.97,9.26,9.74,5.46,2.71,3.90,1.51,5.01,2.96,-1.97,-4.61,4.27,4.01,0.04,3.04,2.29,4.37,6.39,5.74,7.64,7.07,6.23,10.20,14.07,12.83,12.04,11.97,12.63,13.56,15.66,16.34,14.09,15.03,16.09,19.27,22.50,16.07,19.11,18.66,18.29,20.26,19.20,20.10,17.93,16.11,16.90,16.14,15.04,13.41,14.14,9.59,10.74,11.67,8.09,10.07,11.80,12.01,6.61,6.47,-3.11,1.94,1.10,-3.40,1.64,3.11,-0.16,3.80,-2.39,1.51,7.24,2.00,2.11,10.54,11.10,7.34,9.53,9.71,10.14,13.93,8.33,8.31,13.83,14.50,16.71,16.49,14.57,19.04,22.84,22.23,19.56,19.76,18.36,16.99,16.87,18.50,16.51) par2 = '2' par1 = '0' par2 = 52 par1 <- as.numeric(par1) par2 <- as.numeric(par2) x <- as.ts(x) library(lattice) postscript(file="/var/www/rcomp/tmp/1khxn1292924211.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/www/rcomp/tmp/2vqwq1292924211.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) hist(x) grid() dev.off() postscript(file="/var/www/rcomp/tmp/3vqwq1292924211.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/www/rcomp/tmp/45zwb1292924211.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/www/rcomp/tmp/55zwb1292924211.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/www/rcomp/tmp/6yqve1292924211.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/www/rcomp/tmp/79ich1292924211.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/www/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab load(file="/var/www/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/www/rcomp/tmp/8gj9t1292924211.tab") try(system("convert tmp/1khxn1292924211.ps tmp/1khxn1292924211.png",intern=TRUE)) try(system("convert tmp/2vqwq1292924211.ps tmp/2vqwq1292924211.png",intern=TRUE)) try(system("convert tmp/3vqwq1292924211.ps tmp/3vqwq1292924211.png",intern=TRUE)) try(system("convert tmp/45zwb1292924211.ps tmp/45zwb1292924211.png",intern=TRUE)) try(system("convert tmp/55zwb1292924211.ps tmp/55zwb1292924211.png",intern=TRUE)) try(system("convert tmp/6yqve1292924211.ps tmp/6yqve1292924211.png",intern=TRUE)) try(system("convert tmp/79ich1292924211.ps tmp/79ich1292924211.png",intern=TRUE))