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WS 7 Q2 G6 autocor.

R Software Module: rwasp_autocorrelation.wasp (opens new window with default values)
Title produced by software: (Partial) Autocorrelation Function
Date of computation: Thu, 22 Nov 2007 06:07:05 -0700
 
Cite this page as follows:
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL http://www.freestatistics.org/blog/date/2007/Nov/22/t1195736358yjoe7h6clc9kkoo.htm/, Retrieved Thu, 22 Nov 2007 13:59:18 +0100
 
User-defined keywords:
 
Dataseries X:
» Textbox « » Textfile « » CSV «
120.3 133.4 109.4 93.2 91.2 99.2 108.2 101.5 106.9 104.4 77.9 60 99.5 95 105.6 102.5 93.3 97.3 127 111.7 96.4 133 72.2 95.8 124.1 127.6 110.7 104.6 112.7 115.3 139.4 119 97.4 154 81.5 88.8 127.7 105.1 114.9 106.4 104.5 121.6 141.4 99 126.7 134.1 81.3 88.6 132.7 132.9 134.4 103.7 119.7 115 132.9 108.5 113.9 142.9 95.2 93
 
Text written by user:
 
Output produced by software:


Summary of compuational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time2 seconds
R Server'Herman Ole Andreas Wold' @ 193.190.124.10:1001


Autocorrelation Function
Time lag kACF(k)T-STATP-value
017.7460
10.0968460.75020.228042
2-0.101942-0.78960.783576
30.2027141.57020.060812
40.0105890.0820.46745
50.097770.75730.22591
60.19581.51670.067302
70.06170.47790.317219
80.0544560.42180.337335
90.1260790.97660.166344
10-0.271355-2.10190.980116
11-0.041587-0.32210.625762
120.4968993.8490.000145
13-0.068817-0.53310.702017
14-0.219389-1.69940.952787
150.0646020.50040.309311
16-0.09502-0.7360.767707
17-0.021127-0.16370.564722
180.0222450.17230.431886
19-0.029493-0.22840.589963
20-0.06128-0.47470.681627
210.0391060.30290.381502
22-0.284982-2.20750.984441
230.0014130.01090.49565
240.375122.90570.002563
25-0.062297-0.48260.684415
26-0.123103-0.95360.827933
270.0150680.11670.453736
28-0.097966-0.75880.77454
29-0.000886-0.00690.502728
30-0.000459-0.00360.501411
31-0.052638-0.40770.65754
32-0.007809-0.06050.524015
33-0.053866-0.41720.661006
34-0.185892-1.43990.922455
35-0.043323-0.33560.630819


Partial Autocorrelation Function
Time lag kPACF(k)T-STATP-value
00.0968460.75020.228042
1-0.112375-0.87050.806239
20.2296051.77850.040193
3-0.056871-0.44050.669428
40.1681351.30240.098884
50.1168580.90520.184495
60.0743030.57560.283536
70.0358070.27740.391228
80.0822670.63720.263198
9-0.35732-2.76780.996253
100.0244050.1890.425351
110.416953.22970.001006
12-0.154208-1.19450.881506
13-0.225611-1.74760.957173
140.0013820.01070.495747
150.012230.09470.46242
16-0.014771-0.11440.545354
17-0.11346-0.87890.808507
180.0852540.66040.255769
19-0.173676-1.34530.908203
200.0551410.42710.335409
21-0.031752-0.24590.596719
220.2053391.59060.058483
230.0138430.10720.457483
240.049020.37970.352752
250.0106260.08230.467338
26-0.058591-0.45380.67421
27-0.117114-0.90720.816024
280.0484030.37490.354518
29-0.128163-0.99270.83759
30-0.062743-0.4860.685634
31-0.060019-0.46490.678158
32-0.030712-0.23790.593614
330.0943360.73070.233896
34-0.075288-0.58320.719021
35-0.142953-1.10730.863709
 
Charts produced by software:
http://127.0.0.1/wessadotnet/public_html/freestatisticsdotorg/blog/date/2007/Nov/22/t1195736358yjoe7h6clc9kkoo/1e5od1195736821.png (open in new window)
http://127.0.0.1/wessadotnet/public_html/freestatisticsdotorg/blog/date/2007/Nov/22/t1195736358yjoe7h6clc9kkoo/1e5od1195736821.ps (open in new window)


http://127.0.0.1/wessadotnet/public_html/freestatisticsdotorg/blog/date/2007/Nov/22/t1195736358yjoe7h6clc9kkoo/2thf21195736821.png (open in new window)
http://127.0.0.1/wessadotnet/public_html/freestatisticsdotorg/blog/date/2007/Nov/22/t1195736358yjoe7h6clc9kkoo/2thf21195736821.ps (open in new window)


 
Parameters:
par1 = 36 ; par2 = 1 ; par3 = 0 ; par4 = 0 ; par5 = 12 ;
 
R code (references can be found in the software module):
if (par1 == 'Default') {
par1 = 10*log10(length(x))
} else {
par1 <- as.numeric(par1)
}
par2 <- as.numeric(par2)
par3 <- as.numeric(par3)
par4 <- as.numeric(par4)
par5 <- as.numeric(par5)
if (par2 == 0) {
x <- log(x)
} else {
x <- (x ^ par2 - 1) / par2
}
if (par3 > 0) x <- diff(x,lag=1,difference=par3)
if (par4 > 0) x <- diff(x,lag=par5,difference=par4)
bitmap(file='pic1.png')
racf <- acf(x,par1,main='Autocorrelation',xlab='lags',ylab='ACF')
dev.off()
bitmap(file='pic2.png')
rpacf <- pacf(x,par1,main='Partial Autocorrelation',xlab='lags',ylab='PACF')
dev.off()
(myacf <- c(racf$acf))
(mypacf <- c(rpacf$acf))
lengthx <- length(x)
sqrtn <- sqrt(lengthx)
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Autocorrelation Function',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Time lag k',header=TRUE)
a<-table.element(a,hyperlink('http://www.xycoon.com/basics.htm','ACF(k)','click here for more information about the Autocorrelation Function'),header=TRUE)
a<-table.element(a,'T-STAT',header=TRUE)
a<-table.element(a,'P-value',header=TRUE)
a<-table.row.end(a)
for (i in 1:par1) {
a<-table.row.start(a)
a<-table.element(a,i-1,header=TRUE)
a<-table.element(a,round(myacf[i],6))
mytstat <- myacf[i]*sqrtn
a<-table.element(a,round(mytstat,4))
a<-table.element(a,round(1-pt(mytstat,lengthx),6))
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,'Partial Autocorrelation Function',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Time lag k',header=TRUE)
a<-table.element(a,hyperlink('http://www.xycoon.com/basics.htm','PACF(k)','click here for more information about the Partial Autocorrelation Function'),header=TRUE)
a<-table.element(a,'T-STAT',header=TRUE)
a<-table.element(a,'P-value',header=TRUE)
a<-table.row.end(a)
for (i in 1:par1) {
a<-table.row.start(a)
a<-table.element(a,i-1,header=TRUE)
a<-table.element(a,round(mypacf[i],6))
mytstat <- mypacf[i]*sqrtn
a<-table.element(a,round(mytstat,4))
a<-table.element(a,round(1-pt(mytstat,lengthx),6))
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable1.tab')
 





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Software written by Ed van Stee & Patrick Wessa


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