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Type 'q()' to quit R. > y <- c(519164,517009,509933,509127,500857,506971,569323,579714,577992,565464,547344,554788,562325,560854,555332,543599,536662,542722,593530,610763,612613,611324,594167,595454,590865,589379,584428,573100,567456,569028,620735,628884,628232,612117,595404,597141,593408,590072,579799,574205,572775,572942,619567,625809,619916,587625,565742,557274,560576,548854,531673,525919,511038,498662,555362,564591,541657,527070,509846,514258) > x <- c(11.836,11.85,11.897,12.082,11.936,11.928,12.646,12.747,12.447,12.445,12.257,12.878,13.69,13.665,13.78,13.608,13.375,13.376,13.918,14.304,13.877,14.543,14.291,14.788,15.241,15.265,15.322,15.175,14.817,14.579,15.247,15.385,14.891,14.766,14.42,14.85,15.117,15.352,15.099,15.291,15.208,14.995,15.454,15.251,14.975,14.005,13.55,13.422,13.848,13.376,13.038,12.974,12.554,11.971,12.916,12.757,11.924,11.693,11.382,11.821) > 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 -3388.240 2 -5872.094 3 -14052.104 4 -19203.675 5 -24044.197 6 -17742.281 7 27744.204 8 35762.757 9 41087.630 10 28606.609 11 14902.649 12 7759.623 13 -3776.912 14 -4660.673 15 -12883.974 16 -20576.767 17 -22040.696 18 -16004.186 19 22072.464 20 30238.488 21 42118.537 22 25185.480 23 13947.853 24 3560.534 25 -11669.244 26 -13718.994 27 -20008.899 28 -27883.932 29 -25118.664 30 -17956.145 31 18059.819 32 22967.257 33 33919.108 34 20740.305 35 12154.698 36 3791.180 37 -6213.536 38 -15069.587 39 -19399.724 40 -29503.722 41 -28984.088 42 -23813.808 43 12029.477 44 23039.861 45 23629.983 46 14123.871 47 2928.628 48 -2532.706 49 -9237.265 50 -9872.186 51 -19113.709 52 -23364.377 53 -28379.755 54 -27061.332 55 7441.019 56 20404.861 57 17037.678 58 7876.769 59 -2041.973 60 -7941.896 > library(lattice) > postscript(file="/var/www/html/rcomp/tmp/10dqa1256732544.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/2qi741256732544.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/3acw71256732544.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/4p0ew1256732544.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(mylm$resid,type='l',main='Run Sequence Plot of e[t]',xlab='time or index',ylab='value') > grid() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/5ngvb1256732544.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > hist(mylm$resid,main='Histogram of e[t]') > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/6llyv1256732544.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/7f8ml1256732544.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/8pm9h1256732544.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) + acf(mylm$resid,lag.max=par2,main='Residual Autocorrelation Function') + grid() + dev.off() + } null device 1 > summary(x) Min. 1st Qu. Median Mean 3rd Qu. Max. 11.38 12.62 13.74 13.70 14.91 15.45 > > #Note: the /var/www/html/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab > load(file="/var/www/html/rcomp/createtable") > > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Model: Y[t] = c + b X[t] + e[t]',2,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'c',1,TRUE) > a<-table.element(a,mylm$coeff[[1]]) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'b',1,TRUE) > a<-table.element(a,mylm$coeff[[2]]) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/www/html/rcomp/tmp/9hc391256732544.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Descriptive Statistics about e[t]',2,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'# observations',header=TRUE) > a<-table.element(a,length(mylm$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/10aix11256732545.tab") > > system("convert tmp/10dqa1256732544.ps tmp/10dqa1256732544.png") > system("convert tmp/2qi741256732544.ps tmp/2qi741256732544.png") > system("convert tmp/3acw71256732544.ps tmp/3acw71256732544.png") > system("convert tmp/4p0ew1256732544.ps tmp/4p0ew1256732544.png") > system("convert tmp/5ngvb1256732544.ps tmp/5ngvb1256732544.png") > system("convert tmp/6llyv1256732544.ps tmp/6llyv1256732544.png") > system("convert tmp/7f8ml1256732544.ps tmp/7f8ml1256732544.png") > system("convert tmp/8pm9h1256732544.ps tmp/8pm9h1256732544.png") > > > proc.time() user system elapsed 1.580 1.160 1.894