Home » date » 2009 » Oct » 28 »

*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: Wed, 28 Oct 2009 08:31:38 -0600
 
Cite this page as follows:
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL http://www.freestatistics.org/blog/date/2009/Oct/28/t1256740629zcgsk3jkanzl41b.htm/, Retrieved Wed, 28 Oct 2009 15:37:09 +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/Oct/28/t1256740629zcgsk3jkanzl41b.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 «
64 65.61 59.29 56.25 57.76 60.84 60.84 60.84 56.25 56.25 50.41 56.25 56.25 57.76 59.29 59.29 62.41 65.61 67.24 67.24 67.24 62.41 53.29 47.61 44.89 44.89 47.61 49 50.41 51.84 50.41 47.61 49 46.24 40.96 44.89 43.56 40.96 39.69 38.44 42.25 46.24 46.24 40.96 37.21 33.64 37.21 51.84 53.29 47.61 37.21 33.64 38.44 50.41 59.29 62.41 59.29 54.76 56.25 64 65.61
 
Dataseries Y:
» Textbox « » Textfile « » CSV «
30913600 15382084 14130081 17123044 21473956 15968016 18558864 17164449 19616041 27237961 24295041 33120025 31270464 17330569 24621444 27123264 22610025 20169081 32855824 32844361 25401600 37234404 24049216 28826161 31114084 21335161 22382361 25110121 28079401 17189316 21390625 22429696 17799961 26173456 17682025 16982641 26040609 18490000 20958084 14508481 30536676 18037009 14668900 19307236 23290276 19439281 20875761 16859236 22982436 15319396 14386849 19404025 16176484 16810000 22924944 10004569 12852225 15233409 17455684 14922769 17530969
 
Output produced by software:


Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time4 seconds
R Server'Sir Ronald Aylmer Fisher' @ 193.190.124.24


Model: Y[t] = c + b X[t] + e[t]
c16389911.0409177
b96342.8980672914


Descriptive Statistics about e[t]
# observations61
minimum-12398102.3092973
Q1-4525090.87672608
median-226861.131901370
mean1.70925364936473e-10
Q33315445.7219984
maximum14831732.6907027
 
Charts produced by software:
http://www.freestatistics.org/blog/date/2009/Oct/28/t1256740629zcgsk3jkanzl41b/1l6ga1256740292.png (open in new window)
http://www.freestatistics.org/blog/date/2009/Oct/28/t1256740629zcgsk3jkanzl41b/1l6ga1256740292.ps (open in new window)


http://www.freestatistics.org/blog/date/2009/Oct/28/t1256740629zcgsk3jkanzl41b/21z9l1256740292.png (open in new window)
http://www.freestatistics.org/blog/date/2009/Oct/28/t1256740629zcgsk3jkanzl41b/21z9l1256740292.ps (open in new window)


http://www.freestatistics.org/blog/date/2009/Oct/28/t1256740629zcgsk3jkanzl41b/3sqjy1256740292.png (open in new window)
http://www.freestatistics.org/blog/date/2009/Oct/28/t1256740629zcgsk3jkanzl41b/3sqjy1256740292.ps (open in new window)


http://www.freestatistics.org/blog/date/2009/Oct/28/t1256740629zcgsk3jkanzl41b/4ivf21256740292.png (open in new window)
http://www.freestatistics.org/blog/date/2009/Oct/28/t1256740629zcgsk3jkanzl41b/4ivf21256740292.ps (open in new window)


http://www.freestatistics.org/blog/date/2009/Oct/28/t1256740629zcgsk3jkanzl41b/5n5q31256740292.png (open in new window)
http://www.freestatistics.org/blog/date/2009/Oct/28/t1256740629zcgsk3jkanzl41b/5n5q31256740292.ps (open in new window)


http://www.freestatistics.org/blog/date/2009/Oct/28/t1256740629zcgsk3jkanzl41b/6tmru1256740292.png (open in new window)
http://www.freestatistics.org/blog/date/2009/Oct/28/t1256740629zcgsk3jkanzl41b/6tmru1256740292.ps (open in new window)


http://www.freestatistics.org/blog/date/2009/Oct/28/t1256740629zcgsk3jkanzl41b/76uj31256740292.png (open in new window)
http://www.freestatistics.org/blog/date/2009/Oct/28/t1256740629zcgsk3jkanzl41b/76uj31256740292.ps (open in new window)


http://www.freestatistics.org/blog/date/2009/Oct/28/t1256740629zcgsk3jkanzl41b/8lf391256740292.png (open in new window)
http://www.freestatistics.org/blog/date/2009/Oct/28/t1256740629zcgsk3jkanzl41b/8lf391256740292.ps (open in new window)


 
Parameters (Session):
par1 = 0 ; par2 = 36 ;
 
Parameters (R input):
par1 = 0 ; par2 = 36 ;
 
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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