R version 2.8.1 (2008-12-22)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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> y <- c(108.0,101.2,119.9,94.8,95.3,118.0,115.9,111.4,108.2,108.8,109.5,124.8,115.3,109.5,124.2,92.9,98.4,120.9,111.7,116.1,109.4,111.7,114.3,133.7,114.3,126.5,131.0,104.0,108.9,128.5,132.4,128.0,116.4,120.9,118.6,133.1,121.1,127.6,135.4,114.9,114.3,128.9,138.9,129.4,115.0,128.0,127.0,128.8,137.9,128.4,135.9,122.2,113.1,136.2,138.0,115.2,111.0,99.2,102.4,112.7)
> x <- c(102.9,97.4,111.4,87.4,96.8,114.1,110.3,103.9,101.6,94.6,95.9,104.7,102.8,98.1,113.9,80.9,95.7,113.2,105.9,108.8,102.3,99,100.7,115.5,100.7,109.9,114.6,85.4,100.5,114.8,116.5,112.9,102,106,105.3,118.8,106.1,109.3,117.2,92.5,104.2,112.5,122.4,113.3,100,110.7,112.8,109.8,117.3,109.1,115.9,96,99.8,116.8,115.7,99.4,94.3,91,93.2,103.1)
> 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   -7.7336238
2   -8.1945210
3   -5.6304191
4   -3.0688796
5  -13.4029826
6  -10.6423422
7   -8.3625985
8   -5.4861880
9   -6.0352905
10   2.6326586
11   1.8343252
12   6.9917607
13  -0.3183674
14  -0.7013160
15  -4.2118294
16   2.5227873
17  -9.0351620
18  -6.7050345
19  -7.4913163
20  -6.4337523
21  -5.6420854
22   0.4613763
23   1.1020173
24   3.4440679
25   1.1020173
26   2.6984272
27   1.7813757
28   8.4362487
29  -4.0674699
30  -0.9491371
31   0.9915038
32   0.7407347
33   1.7036839
34   1.5934273
35   0.1002222
36  -0.9593937
37   1.6781709
38   4.4899656
39   3.1847089
40  11.1530433
41  -2.9319572
42   2.1017604
43   0.6913754
44   1.6797091
45   2.6088122
46   3.2763758
47  -0.1440089
48   5.1136836
49   5.5694525
50   5.5204785
51   5.1830423
52  14.4190688
53   0.9393250
54   4.4457346
55   7.5135551
56   3.5003507
57   5.1784278
58  -2.8181105
59  -2.1537516
60  -3.2641367
> library(lattice)
> postscript(file="/var/www/rcomp/tmp/1q7os1256582758.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/rcomp/tmp/2d6a41256582758.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/rcomp/tmp/3hv6h1256582758.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/rcomp/tmp/4cpzy1256582758.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> plot(mylm$resid,type='l',main='Run Sequence Plot of e[t]',xlab='time or index',ylab='value')
> grid()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/5uoqj1256582758.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> hist(mylm$resid,main='Histogram of e[t]')
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/66axx1256582758.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/rcomp/tmp/7on4b1256582758.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/rcomp/tmp/8wlzw1256582758.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
+ acf(mylm$resid,lag.max=par2,main='Residual Autocorrelation Function')
+ grid()
+ dev.off()
+ }
null device 
          1 
> summary(x)
   Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
   80.9    99.3   105.0   105.1   113.0   122.4 
> 
> #Note: the /var/www/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/www/rcomp/createtable")
> 
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a,'Model: Y[t] = c + b X[t] + e[t]',2,TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,'c',1,TRUE)
> a<-table.element(a,mylm$coeff[[1]])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,'b',1,TRUE)
> a<-table.element(a,mylm$coeff[[2]])
> a<-table.row.end(a)
> a<-table.end(a)
> table.save(a,file="/var/www/rcomp/tmp/9j58t1256582758.tab") 
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a,'Descriptive Statistics about e[t]',2,TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,'# observations',header=TRUE)
> a<-table.element(a,length(mylm$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/rcomp/tmp/109wb81256582758.tab") 
> 
> system("convert tmp/1q7os1256582758.ps tmp/1q7os1256582758.png")
> system("convert tmp/2d6a41256582758.ps tmp/2d6a41256582758.png")
> system("convert tmp/3hv6h1256582758.ps tmp/3hv6h1256582758.png")
> system("convert tmp/4cpzy1256582758.ps tmp/4cpzy1256582758.png")
> system("convert tmp/5uoqj1256582758.ps tmp/5uoqj1256582758.png")
> system("convert tmp/66axx1256582758.ps tmp/66axx1256582758.png")
> system("convert tmp/7on4b1256582758.ps tmp/7on4b1256582758.png")
> system("convert tmp/8wlzw1256582758.ps tmp/8wlzw1256582758.png")
> 
> 
> proc.time()
   user  system elapsed 
  1.770   1.580   3.265