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Type 'q()' to quit R. > y <- c(87.4,96.8,114.1,110.3,103.9,101.6,94.6,95.9,104.7,102.8,98.1,113.9,80.9,95.7,113.2,105.9,108.8,102.3,99,100.7,115.5,100.7,109.9,114.6,85.4,100.5,114.8,116.5,112.9,102,106,105.3,118.8,106.1,109.3,117.2,92.5,104.2,112.5,122.4,113.3,100,110.7,112.8,109.8,117.3,109.1,115.9,96,99.8,116.8,115.7,99.4,94.3,91,93.2,103.1,94.1,91.8,102.7,82.6) > x <- c(57.6,60.6,91,85.3,77.4,77.3,68.3,69.9,81.7,75.1,69.9,84,54.3,60,89.9,77,85.3,77.6,69.2,75.5,85.7,72.2,79.9,85.3,52.2,61.2,82.4,85.4,78.2,70.2,70.2,69.3,77.5,66.1,69,79.2,56.2,63.3,77.8,92,78.1,65.1,71.1,70.9,72,81.9,70.6,72.5,65.1,54.9,80,77.4,59.6,57.4,50.8,57.5,66.7,60.6,59.7,69.8,46.9) > par2 = '36' > par1 = '0' > #'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$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/ > #Source of accompanying publication: Office for Research, Development, and Education > #Technical description: > par1 <- as.numeric(par1) > par2 <- as.numeric(par2) > x <- as.ts(x) > y <- as.ts(y) > mylm <- lm(y~x) > cbind(mylm$resid) [,1] 1 -6.5777547 2 0.5433051 3 -5.2499561 4 -4.7199696 5 -5.1187603 6 -7.3427956 7 -7.5059749 8 -7.4214097 9 -7.5852413 10 -4.4715728 11 -5.2214097 12 -0.1324289 13 -10.5709204 14 -0.1009069 15 -5.3143447 16 -2.8149016 17 -6.2199696 18 -6.8706897 19 -3.7896570 20 -6.8754315 21 0.1761717 22 -4.3685972 23 -1.0178772 24 -0.4199696 25 -4.4756622 26 3.7875170 27 1.9830059 28 1.4040657 29 3.2735223 30 -1.5493037 31 2.4506963 32 2.4343784 33 9.7052750 34 5.6652480 35 6.6622724 36 6.8138755 37 -0.4142492 38 5.8922589 39 3.1773810 40 2.2903972 41 3.7494870 42 0.3248947 43 6.4670142 44 8.7189436 45 4.8833321 46 4.8628293 47 5.2468376 48 10.6035088 49 -3.6751053 50 7.8732916 51 5.8061581 52 6.6812397 53 3.9029518 54 0.4741747 55 2.1878432 56 -0.7017900 57 2.2094599 58 -2.1566949 59 -3.7730128 60 -0.5454450 61 -3.2495345 > library(lattice) > postscript(file="/var/www/html/rcomp/tmp/1gh8u1256740328.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(y,type='l',main='Run Sequence Plot of Y[t]',xlab='time or index',ylab='value') > grid() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/2x2zq1256740328.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(x,type='l',main='Run Sequence Plot of X[t]',xlab='time or index',ylab='value') > grid() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/35ugo1256740328.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(x,y,main='Scatter Plot',xlab='X[t]',ylab='Y[t]') > grid() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/4z7jm1256740328.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(mylm$resid,type='l',main='Run Sequence Plot of e[t]',xlab='time or index',ylab='value') > grid() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/5z2xg1256740328.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > hist(mylm$resid,main='Histogram of e[t]') > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/6ol8n1256740328.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > if (par1 > 0) + { + densityplot(~mylm$resid,col='black',main=paste('Density Plot of e[t] bw = ',par1),bw=par1) + } else { + densityplot(~mylm$resid,col='black',main='Density Plot of e[t]') + } > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/75awu1256740328.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > qqnorm(mylm$resid,main='QQ plot of e[t]') > qqline(mylm$resid) > grid() > dev.off() null device 1 > if (par2 > 0) + { + postscript(file="/var/www/html/rcomp/tmp/8zgbm1256740328.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) + acf(mylm$resid,lag.max=par2,main='Residual Autocorrelation Function') + grid() + dev.off() + } null device 1 > summary(x) Min. 1st Qu. Median Mean 3rd Qu. Max. 46.90 63.30 70.90 71.29 78.20 92.00 > > #Note: the /var/www/html/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab > load(file="/var/www/html/rcomp/createtable") > > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Model: Y[t] = c + b X[t] + e[t]',2,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'c',1,TRUE) > a<-table.element(a,mylm$coeff[[1]]) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'b',1,TRUE) > a<-table.element(a,mylm$coeff[[2]]) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/www/html/rcomp/tmp/9qnep1256740328.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Descriptive Statistics about e[t]',2,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'# observations',header=TRUE) > a<-table.element(a,length(mylm$resid)) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'minimum',header=TRUE) > a<-table.element(a,min(mylm$resid)) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Q1',header=TRUE) > a<-table.element(a,quantile(mylm$resid,0.25)) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'median',header=TRUE) > a<-table.element(a,median(mylm$resid)) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'mean',header=TRUE) > a<-table.element(a,mean(mylm$resid)) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Q3',header=TRUE) > a<-table.element(a,quantile(mylm$resid,0.75)) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'maximum',header=TRUE) > a<-table.element(a,max(mylm$resid)) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/www/html/rcomp/tmp/10je061256740328.tab") > > system("convert tmp/1gh8u1256740328.ps tmp/1gh8u1256740328.png") > system("convert tmp/2x2zq1256740328.ps tmp/2x2zq1256740328.png") > system("convert tmp/35ugo1256740328.ps tmp/35ugo1256740328.png") > system("convert tmp/4z7jm1256740328.ps tmp/4z7jm1256740328.png") > system("convert tmp/5z2xg1256740328.ps tmp/5z2xg1256740328.png") > system("convert tmp/6ol8n1256740328.ps tmp/6ol8n1256740328.png") > system("convert tmp/75awu1256740328.ps tmp/75awu1256740328.png") > system("convert tmp/8zgbm1256740328.ps tmp/8zgbm1256740328.png") > > > proc.time() user system elapsed 1.622 1.188 6.001