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G3ACFhuw

R Software Module: rwasp_autocorrelation.wasp (opens new window with default values)
Title produced by software: (Partial) Autocorrelation Function
Date of computation: Wed, 28 Nov 2007 12:04:16 -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/28/t1196276058agbpa1v6b9aig7u.htm/, Retrieved Wed, 28 Nov 2007 19:54:18 +0100
 
User-defined keywords:
 
Dataseries X:
» Textbox « » Textfile « » CSV «
1178 2141 2238 2685 4341 5376 4478 6404 4617 3024 1897 2075 1351 2211 2453 3042 4765 4992 4601 6266 4812 3159 1916 2237 1595 2453 2226 3597 4706 4974 5756 5493 5004 3225 2006 2291 1588 2105 2191 3591 4668 4885 5822 5599 5340 3082 2010 2301 1514 1979 2480 3499 4676 5585 5610 5796 6199 3030 1930 2552
 
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
016.92820
1-0.359702-2.49210.991897
2-0.043887-0.30410.618801
30.3145292.17910.017131
4-0.193175-1.33840.906457
50.0198420.13750.445618
60.1291260.89460.187729
7-0.135308-0.93740.823387
8-0.096373-0.66770.746236
90.1687271.1690.124093
10-0.082649-0.57260.715209
11-0.065908-0.45660.674999
120.1155710.80070.213626
13-0.204149-1.41440.918148
140.2195631.52120.067388
15-0.070795-0.49050.686987
16-0.099951-0.69250.754013
170.007720.05350.478783
18-0.011812-0.08180.532442
19-0.148832-1.03110.846177
200.1225330.84890.200066
21-0.044056-0.30520.619245
22-0.200985-1.39250.9149
230.2259381.56530.062036
24-0.130113-0.90140.814075
25-0.182615-1.26520.894045
260.2720181.88460.032774
27-0.129577-0.89770.813097
28-0.010414-0.07220.528609
290.1389160.96240.170326
30-0.056031-0.38820.650207
31-0.015859-0.10990.543516
320.0802120.55570.290489
33-0.050379-0.3490.635707
34-0.037329-0.25860.601485
350.0349110.24190.404954


Partial Autocorrelation Function
Time lag kPACF(k)T-STATP-value
0-0.359702-2.49210.991897
1-0.199024-1.37890.912837
20.2679151.85620.034787
30.0237250.16440.435063
4-0.01042-0.07220.528626
50.0410770.28460.388592
6-0.032634-0.22610.588957
7-0.191853-1.32920.904966
80.0251250.17410.431272
90.0544550.37730.353815
10-0.011026-0.07640.530286
110.0022270.01540.493876
12-0.17503-1.21260.8844
130.1801761.24830.108989
14-0.017526-0.12140.54807
15-0.048907-0.33880.631896
16-0.186598-1.29280.898863
17-0.036822-0.25510.600137
18-0.191825-1.3290.904935
190.0481680.33370.370023
200.0070850.04910.480526
21-0.099561-0.68980.753173
220.0199210.1380.445403
23-0.120589-0.83550.796203
24-0.208685-1.44580.922636
250.024630.17060.432612
260.0998220.69160.246265
270.0420050.2910.386144
280.010360.07180.471539
29-0.030009-0.20790.58191
300.0615430.42640.335867
31-0.086462-0.5990.724014
32-0.029231-0.20250.579815
33-0.068-0.47110.680155
34-0.097704-0.67690.749145
35-0.103286-0.71560.761144
 
Charts produced by software:
http://127.0.0.1/wessadotnet/public_html/freestatisticsdotorg/blog/date/2007/Nov/28/t1196276058agbpa1v6b9aig7u/1ive51196276651.png (open in new window)
http://127.0.0.1/wessadotnet/public_html/freestatisticsdotorg/blog/date/2007/Nov/28/t1196276058agbpa1v6b9aig7u/1ive51196276651.ps (open in new window)


http://127.0.0.1/wessadotnet/public_html/freestatisticsdotorg/blog/date/2007/Nov/28/t1196276058agbpa1v6b9aig7u/2w6qm1196276651.png (open in new window)
http://127.0.0.1/wessadotnet/public_html/freestatisticsdotorg/blog/date/2007/Nov/28/t1196276058agbpa1v6b9aig7u/2w6qm1196276651.ps (open in new window)


 
Parameters:
par1 = 36 ; par2 = 1 ; par3 = 0 ; par4 = 1 ; 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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