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Type 'q()' to quit R. > y <- c(47460,50104,61465,53726,39477,43895,31481,29896,33842,39120,33702,25094,51442,45594,52518,48564,41745,49585,32747,33379,35645,37034,35681,20972,58552,54955,65540,51570,51145,46641,35704,33253,35193,41668,34865,21210,56126,49231,59723,48103,47472,50497,40059,34149,36860,46356,36577,23872,57276,56389,57657,62300,48929,51168,39636,33213,38127,43291,30600,21956) > x <- c(562000,561000,555000,544000,537000,543000,594000,611000,613000,611000,594000,595000,591000,589000,584000,573000,567000,569000,621000,629000,628000,612000,595000,597000,593000,590000,580000,574000,573000,573000,620000,626000,620000,588000,566000,557000,561000,549000,532000,526000,511000,499000,555000,565000,542000,527000,510000,514000,517000,508000,493000,490000,469000,478000,528000,534000,518000,506000,502000,516000) > 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 4736.6922 2 7301.9327 3 18190.3758 4 9585.0215 5 -5215.2949 6 -324.7380 7 -8722.0044 8 -8968.0933 9 -4864.5743 10 255.9067 11 -6501.0044 12 -15030.2450 13 11002.7171 14 4997.1981 15 11527.4007 16 6707.0465 17 -584.5104 18 7413.0085 19 -5329.4985 20 -4067.4226 21 -1880.1821 22 -1751.3338 23 -4443.2450 24 -18994.7260 25 18270.2361 26 14436.9576 27 24234.3628 28 9791.8059 29 9288.0465 30 4784.0465 31 -2451.2579 32 -4429.7011 33 -2962.2579 34 992.4387 35 -7543.2699 36 -21907.1052 37 13323.9327 38 5483.8189 39 14636.9077 40 2544.3509 41 731.9586 42 2811.8449 43 -3215.6242 44 -8338.0294 45 -7438.4975 46 876.1103 47 -10241.8008 48 -22631.7629 49 11008.5155 50 9412.6802 51 9499.2880 52 13906.0095 53 -1118.9395 54 1828.8958 55 -5765.1302 56 -11715.5733 57 -8061.7250 58 -3842.8388 59 -16848.8767 60 -24390.2440 > library(lattice) > postscript(file="/var/www/html/rcomp/tmp/1cbnu1257331692.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/24hh61257331692.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/3fnse1257331692.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/4o7gu1257331692.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(mylm$resid,type='l',main='Run Sequence Plot of e[t]',xlab='time or index',ylab='value') > grid() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/5iuzn1257331692.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > hist(mylm$resid,main='Histogram of e[t]') > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/6d66e1257331692.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/7k10z1257331692.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/8i58r1257331692.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) + acf(mylm$resid,lag.max=par2,main='Residual Autocorrelation Function') + grid() + dev.off() + } null device 1 > summary(x) Min. 1st Qu. Median Mean 3rd Qu. Max. 469000 526800 563500 559800 593200 629000 > > #Note: the /var/www/html/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab > load(file="/var/www/html/rcomp/createtable") > > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Model: Y[t] = c + b X[t] + e[t]',2,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'c',1,TRUE) > a<-table.element(a,mylm$coeff[[1]]) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'b',1,TRUE) > a<-table.element(a,mylm$coeff[[2]]) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/www/html/rcomp/tmp/95im21257331692.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Descriptive Statistics about e[t]',2,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'# observations',header=TRUE) > a<-table.element(a,length(mylm$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/10wfrn1257331692.tab") > > system("convert tmp/1cbnu1257331692.ps tmp/1cbnu1257331692.png") > system("convert tmp/24hh61257331692.ps tmp/24hh61257331692.png") > system("convert tmp/3fnse1257331692.ps tmp/3fnse1257331692.png") > system("convert tmp/4o7gu1257331692.ps tmp/4o7gu1257331692.png") > system("convert tmp/5iuzn1257331692.ps tmp/5iuzn1257331692.png") > system("convert tmp/6d66e1257331692.ps tmp/6d66e1257331692.png") > system("convert tmp/7k10z1257331692.ps tmp/7k10z1257331692.png") > system("convert tmp/8i58r1257331692.ps tmp/8i58r1257331692.png") > > > proc.time() user system elapsed 1.612 1.192 2.167