Home » date » 2009 » Dec » 17 »

Paper ACF d=D=0 lambda = 1

*The author of this computation has been verified*

R Software Module: /rwasp_autocorrelation.wasp (opens new window with default values)

Title produced by software: (Partial) Autocorrelation Function

Date of computation: Thu, 17 Dec 2009 10:07:25 -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/Dec/17/t12610697373kxboquj0qo6713.htm/, Retrieved Thu, 17 Dec 2009 18:08:59 +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/Dec/17/t12610697373kxboquj0qo6713.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 «

7.6 8.3 8.4 8.4 8.4 8.4 8.6 8.9 8.8 8.3 7.5 7.2 7.4 8.8 9.3 9.3 8.7 8.2 8.3 8.5 8.6 8.5 8.2 8.1 7.9 8.6 8.7 8.7 8.5 8.4 8.5 8.7 8.7 8.6 8.5 8.3 8 8.2 8.1 8.1 8 7.9 7.9 8 8 7.9 8 7.7 7.2 7.5 7.3 7 7 7 7.2 7.3 7.1 6.8 6.4 6.1 6.5 7.7 7.9 7.5 6.9 6.6 6.9 7.7 8 8 7.7 7.3 7.4

Output produced by software:

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	1 seconds
R Server	'Gwilym Jenkins' @ 72.249.127.135

Autocorrelation Function
Time lag k	ACF(k)	T-STAT	P-value
1	0.853674	7.2938	0
2	0.606081	5.1784	1e-06
3	0.432859	3.6983	0.000209
4	0.432143	3.6922	0.000213
5	0.555425	4.7456	5e-06
6	0.650199	5.5553	0
7	0.607385	5.1895	1e-06
8	0.475716	4.0645	6e-05
9	0.365624	3.1239	0.00128
10	0.349605	2.987	0.001917
11	0.405859	3.4677	0.000442
12	0.449741	3.8426	0.000129
13	0.365739	3.1249	0.001276
14	0.259052	2.2133	0.015
15	0.172388	1.4729	0.072541
16	0.135164	1.1548	0.125961
17	0.131716	1.1254	0.132057
18	0.115759	0.989	0.162953
19	0.058946	0.5036	0.308016
20	-0.010438	-0.0892	0.464591
21	-0.058891	-0.5032	0.308182
22	-0.076562	-0.6541	0.257538
23	-0.068804	-0.5879	0.279219
24	-0.064115	-0.5478	0.29275
25	-0.118654	-1.0138	0.157018
26	-0.157158	-1.3428	0.091755
27	-0.177937	-1.5203	0.066379
28	-0.17679	-1.5105	0.067617
29	-0.166574	-1.4232	0.079467
30	-0.175005	-1.4952	0.069581
31	-0.21772	-1.8602	0.033443
32	-0.268286	-2.2922	0.012388
33	-0.292779	-2.5015	0.007304
34	-0.281843	-2.4081	0.009282
35	-0.24784	-2.1175	0.01881
36	-0.225625	-1.9277	0.028889

Partial Autocorrelation Function
Time lag k	PACF(k)	T-STAT	P-value
1	0.853674	7.2938	0
2	-0.452283	-3.8643	0.00012
3	0.313116	2.6753	0.004606
4	0.392044	3.3496	0.000642
5	0.221472	1.8923	0.031211
6	-0.060863	-0.52	0.302314
7	-0.134399	-1.1483	0.127296
8	0.108063	0.9233	0.179449
9	0.065737	0.5617	0.288036
10	-0.018226	-0.1557	0.438339
11	-0.043409	-0.3709	0.355897
12	-0.016852	-0.144	0.442956
13	-0.370513	-3.1657	0.001129
14	0.388867	3.3225	0.000698
15	-0.334888	-2.8613	0.00275
16	-0.179096	-1.5302	0.065145
17	-0.072149	-0.6164	0.269761
18	0.060863	0.52	0.302312
19	-0.086213	-0.7366	0.231861
20	-0.143355	-1.2248	0.11229
21	0.036507	0.3119	0.377996
22	-0.025199	-0.2153	0.415066
23	0.124245	1.0615	0.14597
24	-0.047277	-0.4039	0.343722
25	-0.040682	-0.3476	0.364575
26	0.076015	0.6495	0.259035
27	0.145103	1.2398	0.109517
28	0.006877	0.0588	0.476653
29	-0.045482	-0.3886	0.349351
30	-0.027669	-0.2364	0.406891
31	-0.031792	-0.2716	0.393337
32	0.000592	0.0051	0.497989
33	-0.017263	-0.1475	0.441575
34	-0.047336	-0.4044	0.343536
35	-0.132084	-1.1285	0.131396
36	0.022256	0.1902	0.424858

Charts produced by software:

http://www.freestatistics.org/blog/date/2009/Dec/17/t12610697373kxboquj0qo6713/1m42f1261069644.png (open in new window)

http://www.freestatistics.org/blog/date/2009/Dec/17/t12610697373kxboquj0qo6713/1m42f1261069644.ps (open in new window)

http://www.freestatistics.org/blog/date/2009/Dec/17/t12610697373kxboquj0qo6713/29qr81261069644.png (open in new window)

http://www.freestatistics.org/blog/date/2009/Dec/17/t12610697373kxboquj0qo6713/29qr81261069644.ps (open in new window)

Parameters (Session):

par1 = 36 ; par2 = 1 ; par3 = 0 ; par4 = 0 ; par5 = 12 ; par6 = MA ; par7 = 0.95 ;

Parameters (R input):

par1 = 36 ; par2 = 1 ; par3 = 0 ; par4 = 0 ; par5 = 12 ; par6 = MA ; par7 = 0.95 ;

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 (par6 == 'White Noise') par6 <- 'white' else par6 <- 'ma'

par7 <- as.numeric(par7)

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='time lag', ylab='ACF', ci.type=par6, ci=par7, sub=paste('(lambda=',par2,', d=',par3,', D=',par4,', CI=', par7, ', CI type=',par6,')',sep=''))

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 2:(par1+1)) {

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(abs(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,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(abs(mytstat),lengthx),6))

a<-table.row.end(a)

}

a<-table.end(a)

table.save(a,file='mytable1.tab')

This work is licensed under a Creative Commons Attribution-Noncommercial-Share Alike 3.0 License.

Software written by Ed van Stee & Patrick Wessa

Disclaimer

Information provided on this web site is provided "AS IS" without warranty of any kind, either express or implied, including, without limitation, warranties of merchantability, fitness for a particular purpose, and noninfringement. We use reasonable efforts to include accurate and timely information and periodically update the information, and software without notice. However, we make no warranties or representations as to the accuracy or completeness of such information (or software), and we assume no liability or responsibility for errors or omissions in the content of this web site, or any software bugs in online applications. Your use of this web site is AT YOUR OWN RISK. Under no circumstances and under no legal theory shall we be liable to you or any other person for any direct, indirect, special, incidental, exemplary, or consequential damages arising from your access to, or use of, this web site.

We may request personal information to be submitted to our servers in order to be able to:

personalize online software applications according to your needs
enforce strict security rules with respect to the data that you upload (e.g. statistical data)
manage user sessions of online applications
alert you about important changes or upgrades in resources or applications

We NEVER allow other companies to directly offer registered users information about their products and services. Banner references and hyperlinks of third parties NEVER contain any personal data of the visitor.

We do NOT sell, nor transmit by any means, personal information, nor statistical data series uploaded by you to third parties.

We carefully protect your data from loss, misuse, alteration, and destruction. However, at any time, and under any circumstance you are solely responsible for managing your passwords, and keeping them secret.

We store a unique ANONYMOUS USER ID in the form of a small 'Cookie' on your computer. This allows us to track your progress when using this website which is necessary to create state-dependent features. The cookie is used for NO OTHER PURPOSE. At any time you may opt to disallow cookies from this website - this will not affect other features of this website.

We examine cookies that are used by third-parties (banner and online ads) very closely: abuse from third-parties automatically results in termination of the advertising contract without refund. We have very good reason to believe that the cookies that are produced by third parties (banner ads) do NOT cause any privacy or security risk.

FreeStatistics.org is safe. There is no need to download any software to use the applications and services contained in this website. Hence, your system's security is not compromised by their use, and your personal data - other than data you submit in the account application form, and the user-agent information that is transmitted by your browser - is never transmitted to our servers.

As a general rule, we do not log on-line behavior of individuals (other than normal logging of webserver 'hits'). However, in cases of abuse, hacking, unauthorized access, Denial of Service attacks, illegal copying, hotlinking, non-compliance with international webstandards (such as robots.txt), or any other harmful behavior, our system engineers are empowered to log, track, identify, publish, and ban misbehaving individuals - even if this leads to ban entire blocks of IP addresses, or disclosing user's identity.

FreeStatistics.org is powered by