Home » date » 2009 » Nov » 03 »

SHw WS5

*The author of this computation has been verified*
R Software Module: /rwasp_edabi.wasp (opens new window with default values)
Title produced by software: Bivariate Explorative Data Analysis
Date of computation: Tue, 03 Nov 2009 11:26:51 -0700
 
Cite this page as follows:
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL http://www.freestatistics.org/blog/date/2009/Nov/03/t1257272878ax6y0fr8yhqikfx.htm/, Retrieved Tue, 03 Nov 2009 19:28:07 +0100
 
BibTeX entries for LaTeX users:
@Manual{KEY,
    author = {{YOUR NAME}},
    publisher = {Office for Research Development and Education},
    title = {Statistical Computations at FreeStatistics.org, URL http://www.freestatistics.org/blog/date/2009/Nov/03/t1257272878ax6y0fr8yhqikfx.htm/},
    year = {2009},
}
@Manual{R,
    title = {R: A Language and Environment for Statistical Computing},
    author = {{R Development Core Team}},
    organization = {R Foundation for Statistical Computing},
    address = {Vienna, Austria},
    year = {2009},
    note = {{ISBN} 3-900051-07-0},
    url = {http://www.R-project.org},
}
 
Original text written by user:
 
IsPrivate?
No (this computation is public)
 
User-defined keywords:
 
Dataseries X:
» Textbox « » Textfile « » CSV «
-39,26 -25,87 -45,916 -30,457 14,763 -54,264 -30,363 -22,122 -77,308 -38,545 10,958 -35,195 -51,587 -5,585 -65,524 -38,868 19,088 -24,895 -20,015 -27,514 -1,002 37,589 -12,128 -59,413 -1,956 -3,325 -39,348 -40,541 -14,302 -30,87 -11,015 -29,057 -4,216 14,958 -50,543 -1,019 -33,26 -22,107 -50,631 -15,65 -37,629 3,153 -48,428 -67,124 -6,805 -14,763 -12,172 9,786 -12,608 -37,65 5,937 -62,979 -3,975 40,65 -38,843 -50,558 -15,111 -39,568 -9,847 -25,285
 
Dataseries Y:
» Textbox « » Textfile « » CSV «
323,691 350,803 388,226 357,579 287,11 405,944 198,467 155,467 397,006 373,637 294,89 327,969 327,724 292,554 378,724 295,778 304,529 412,085 193,745 173,272 370,197 287,305 286,247 328,612 308,948 305,695 341,193 276,944 242,4 336,363 208,546 168,409 288,587 289,475 322,944 260,475 320,442 294,222 338,641 275,28 302,027 303,031 191,301 210,853 330,894 359,84 287,778 249,446 318,666 280,695 259,479 341,558 249,197 358,313 215,363 187,438 342,541 383,143 306,641 363,313
 
Output produced by software:


Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time3 seconds
R Server'Gwilym Jenkins' @ 72.249.127.135


Model: Y[t] = c + b X[t] + e[t]
c291.295443900528
b-0.328892242324538


Descriptive Statistics about e[t]
# observations60
minimum-143.104198085231
Q1-28.2297508869169
median12.439753764412
mean-2.34580873244757e-15
Q337.0573392089782
maximum112.601783726803
 
Charts produced by software:
http://www.freestatistics.org/blog/date/2009/Nov/03/t1257272878ax6y0fr8yhqikfx/1z8sr1257272807.png (open in new window)
http://www.freestatistics.org/blog/date/2009/Nov/03/t1257272878ax6y0fr8yhqikfx/1z8sr1257272807.ps (open in new window)


http://www.freestatistics.org/blog/date/2009/Nov/03/t1257272878ax6y0fr8yhqikfx/2vpx81257272807.png (open in new window)
http://www.freestatistics.org/blog/date/2009/Nov/03/t1257272878ax6y0fr8yhqikfx/2vpx81257272807.ps (open in new window)


http://www.freestatistics.org/blog/date/2009/Nov/03/t1257272878ax6y0fr8yhqikfx/38cy11257272807.png (open in new window)
http://www.freestatistics.org/blog/date/2009/Nov/03/t1257272878ax6y0fr8yhqikfx/38cy11257272807.ps (open in new window)


http://www.freestatistics.org/blog/date/2009/Nov/03/t1257272878ax6y0fr8yhqikfx/4l2gd1257272807.png (open in new window)
http://www.freestatistics.org/blog/date/2009/Nov/03/t1257272878ax6y0fr8yhqikfx/4l2gd1257272807.ps (open in new window)


http://www.freestatistics.org/blog/date/2009/Nov/03/t1257272878ax6y0fr8yhqikfx/50fsu1257272807.png (open in new window)
http://www.freestatistics.org/blog/date/2009/Nov/03/t1257272878ax6y0fr8yhqikfx/50fsu1257272807.ps (open in new window)


http://www.freestatistics.org/blog/date/2009/Nov/03/t1257272878ax6y0fr8yhqikfx/6ureb1257272807.png (open in new window)
http://www.freestatistics.org/blog/date/2009/Nov/03/t1257272878ax6y0fr8yhqikfx/6ureb1257272807.ps (open in new window)


http://www.freestatistics.org/blog/date/2009/Nov/03/t1257272878ax6y0fr8yhqikfx/7b6jx1257272807.png (open in new window)
http://www.freestatistics.org/blog/date/2009/Nov/03/t1257272878ax6y0fr8yhqikfx/7b6jx1257272807.ps (open in new window)


http://www.freestatistics.org/blog/date/2009/Nov/03/t1257272878ax6y0fr8yhqikfx/819cm1257272807.png (open in new window)
http://www.freestatistics.org/blog/date/2009/Nov/03/t1257272878ax6y0fr8yhqikfx/819cm1257272807.ps (open in new window)


 
Parameters (Session):
par1 = 0 ; par2 = 1 ;
 
Parameters (R input):
par1 = 0 ; par2 = 1 ;
 
R code (references can be found in the software module):
par1 <- as.numeric(par1)
par2 <- as.numeric(par2)
x <- as.ts(x)
y <- as.ts(y)
mylm <- lm(y~x)
cbind(mylm$resid)
library(lattice)
bitmap(file='pic1.png')
plot(y,type='l',main='Run Sequence Plot of Y[t]',xlab='time or index',ylab='value')
grid()
dev.off()
bitmap(file='pic1a.png')
plot(x,type='l',main='Run Sequence Plot of X[t]',xlab='time or index',ylab='value')
grid()
dev.off()
bitmap(file='pic1b.png')
plot(x,y,main='Scatter Plot',xlab='X[t]',ylab='Y[t]')
grid()
dev.off()
bitmap(file='pic1c.png')
plot(mylm$resid,type='l',main='Run Sequence Plot of e[t]',xlab='time or index',ylab='value')
grid()
dev.off()
bitmap(file='pic2.png')
hist(mylm$resid,main='Histogram of e[t]')
dev.off()
bitmap(file='pic3.png')
if (par1 > 0)
{
densityplot(~mylm$resid,col='black',main=paste('Density Plot of e[t] bw = ',par1),bw=par1)
} else {
densityplot(~mylm$resid,col='black',main='Density Plot of e[t]')
}
dev.off()
bitmap(file='pic4.png')
qqnorm(mylm$resid,main='QQ plot of e[t]')
qqline(mylm$resid)
grid()
dev.off()
if (par2 > 0)
{
bitmap(file='pic5.png')
acf(mylm$resid,lag.max=par2,main='Residual Autocorrelation Function')
grid()
dev.off()
}
summary(x)
load(file='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='mytable.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='mytable.tab')
 





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