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R Software Module: rwasp_autocorrelation.wasp (opens new window with default values)
Title produced by software: (Partial) Autocorrelation Function
Date of computation: Sun, 30 Dec 2007 07:28:53 -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/Dec/30/t1199023655w14l31xmmv9xdjs.htm/, Retrieved Sun, 30 Dec 2007 15:07:35 +0100
 
User-defined keywords:
 
Dataseries X:
» Textbox « » Textfile « » CSV «
163414 163652 164603 165257 168731 171848 175032 179187 187369 194147 200145 203750 206464 205034 211782 244562 247059 255703 260218 268852 279436 281514 285458 288338 296369 302221 311016
 
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
015.19629e-06
10.9028294.69123.5e-05
20.8045684.18070.000137
30.7033553.65470.000547
40.6025843.13110.002078
50.4969412.58220.007781
60.3852092.00160.027735
70.2682441.39380.087367
80.1576130.8190.209984
90.0571330.29690.384418
10-0.04179-0.21710.585137
11-0.133257-0.69240.752708
12-0.228125-1.18540.876901
13-0.283288-1.4720.92371
14-0.334758-1.73950.953327
15-0.3855-2.00310.972351
16-0.406131-2.11030.977881
17-0.42339-2.20.981727
18-0.427761-2.22270.9826
19-0.421641-2.19090.981366
20-0.398523-2.07080.975968
21-0.361512-1.87850.964422
22-0.31935-1.65940.945695
23-0.270192-1.4040.914135
24-0.214123-1.11260.862159
25-0.149949-0.77920.778668
26-0.079186-0.41150.658009
27NANANA
28NANANA
29NANANA
30NANANA
31NANANA
32NANANA
33NANANA
34NANANA
35NANANA
36NANANA
37NANANA
38NANANA
39NANANA
40NANANA
41NANANA
42NANANA
43NANANA
44NANANA
45NANANA
46NANANA
47NANANA
48NANANA
49NANANA
50NANANA
51NANANA
52NANANA
53NANANA
54NANANA
55NANANA
56NANANA
57NANANA
58NANANA
59NANANA


Partial Autocorrelation Function
Time lag kPACF(k)T-STATP-value
00.9028294.69123.5e-05
1-0.056965-0.2960.615253
2-0.07044-0.3660.641399
3-0.056877-0.29550.615078
4-0.089339-0.46420.676894
5-0.104145-0.54120.70358
6-0.109488-0.56890.712942
7-0.056982-0.29610.615286
8-0.037701-0.19590.576922
9-0.085795-0.44580.670353
10-0.059297-0.30810.61982
11-0.124671-0.64780.73871
120.1034630.53760.297626
13-0.074442-0.38680.649037
14-0.099952-0.51940.696132
150.0769030.39960.346297
16-0.070762-0.36770.642014
17-0.020974-0.1090.542989
18-0.025471-0.13240.552156
190.0272610.14170.444203
200.0365840.19010.425328
21-0.032709-0.170.566847
220.0189640.09850.461116
230.0045570.02370.490641
240.0579530.30110.38281
250.04150.21560.415444
26NANANA
27NANANA
28NANANA
29NANANA
30NANANA
31NANANA
32NANANA
33NANANA
34NANANA
35NANANA
36NANANA
37NANANA
38NANANA
39NANANA
40NANANA
41NANANA
42NANANA
43NANANA
44NANANA
45NANANA
46NANANA
47NANANA
48NANANA
49NANANA
50NANANA
51NANANA
52NANANA
53NANANA
54NANANA
55NANANA
56NANANA
57NANANA
58NANANA
59NANANA
 
Charts produced by software:
http://127.0.0.1/wessadotnet/public_html/freestatisticsdotorg/blog/date/2007/Dec/30/t1199023655w14l31xmmv9xdjs/1n47y1199024929.png (open in new window)
http://127.0.0.1/wessadotnet/public_html/freestatisticsdotorg/blog/date/2007/Dec/30/t1199023655w14l31xmmv9xdjs/1n47y1199024929.ps (open in new window)


http://127.0.0.1/wessadotnet/public_html/freestatisticsdotorg/blog/date/2007/Dec/30/t1199023655w14l31xmmv9xdjs/289641199024929.png (open in new window)
http://127.0.0.1/wessadotnet/public_html/freestatisticsdotorg/blog/date/2007/Dec/30/t1199023655w14l31xmmv9xdjs/289641199024929.ps (open in new window)


 
Parameters (Session):
par1 = 60 ; par2 = 1 ; par3 = 0 ; par4 = 0 ; par5 = 12 ;
 
Parameters (R input):
par1 = 60 ; 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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