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Author's title

Author

*Unverified author*

R Software Module

rwasp_spectrum.wasp

Title produced by software

Spectral Analysis

Date of computation

Wed, 29 Dec 2010 14:45:05 +0000

Cite this page as follows

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2010/Dec/29/t1293633764qid1boi8siucarj.htm/, Retrieved Fri, 03 May 2024 12:28:02 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=116882, Retrieved Fri, 03 May 2024 12:28:02 +0000

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Estimated Impact

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)

-       [Spectral Analysis] [Paper] [2010-12-29 14:45:05] [d5e0edb7e0239841e94676417b2a1e2e] [Current]

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Histogram

Boxplots

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	2 seconds
R Server	'RServer@AstonUniversity' @ vre.aston.ac.uk
R Framework error message	Warning: there are blank lines in the 'Data' field. Please, use NA for missing data - blank lines are simply deleted and are NOT treated as missing values.

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 2 seconds \tabularnewline
R Server & 'RServer@AstonUniversity' @ vre.aston.ac.uk \tabularnewline
R Framework error message & Warning: there are blank lines in the 'Data' field.
Please, use NA for missing data - blank lines are simply
 deleted and are NOT treated as missing values. \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=116882&T=0

[TABLE]
[ROW][C]Summary of computational transaction[/C][/ROW]
[ROW][C]Raw Input[/C][C]view raw input (R code) [/C][/ROW]
[ROW][C]Raw Output[/C][C]view raw output of R engine [/C][/ROW]
[ROW][C]Computing time[/C][C]2 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'RServer@AstonUniversity' @ vre.aston.ac.uk[/C][/ROW]
[ROW][C]R Framework error message[/C][C]Warning: there are blank lines in the 'Data' field.
Please, use NA for missing data - blank lines are simply
 deleted and are NOT treated as missing values.[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=116882&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=116882&T=0

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	2 seconds
R Server	'RServer@AstonUniversity' @ vre.aston.ac.uk
R Framework error message	Warning: there are blank lines in the 'Data' field. Please, use NA for missing data - blank lines are simply deleted and are NOT treated as missing values.

Raw Periodogram
Parameter	Value
Box-Cox transformation parameter (lambda)	1
Degree of non-seasonal differencing (d)	1
Degree of seasonal differencing (D)	1
Seasonal Period (s)	12
Frequency (Period)	Spectrum
0.0167 (60)	339306.454958
0.0333 (30)	141605.002894
0.05 (20)	413717.988449
0.0667 (15)	26628.941421
0.0833 (12)	1550.427787
0.1 (10)	1401.279049
0.1167 (8.5714)	957.909675
0.1333 (7.5)	37376.555644
0.15 (6.6667)	6024.05162
0.1667 (6)	1902.633061
0.1833 (5.4545)	159449.368572
0.2 (5)	20459.431075
0.2167 (4.6154)	108008.339629
0.2333 (4.2857)	3008.709366
0.25 (4)	2357.020482
0.2667 (3.75)	18586.736813
0.2833 (3.5294)	18527.596123
0.3 (3.3333)	54759.61483
0.3167 (3.1579)	18117.790655
0.3333 (3)	2761.120605
0.35 (2.8571)	15746.184637
0.3667 (2.7273)	59762.486196
0.3833 (2.6087)	22431.443069
0.4 (2.5)	5444.595378
0.4167 (2.4)	1700.40032
0.4333 (2.3077)	13200.703585
0.45 (2.2222)	35424.63158
0.4667 (2.1429)	17197.204047
0.4833 (2.069)	19654.927421
0.5 (2)	2894.255591

\begin{tabular}{lllllllll}
\hline
Raw Periodogram \tabularnewline
Parameter & Value \tabularnewline
Box-Cox transformation parameter (lambda) & 1 \tabularnewline
Degree of non-seasonal differencing (d) & 1 \tabularnewline
Degree of seasonal differencing (D) & 1 \tabularnewline
Seasonal Period (s) & 12 \tabularnewline
Frequency (Period) & Spectrum \tabularnewline
0.0167 (60) & 339306.454958 \tabularnewline
0.0333 (30) & 141605.002894 \tabularnewline
0.05 (20) & 413717.988449 \tabularnewline
0.0667 (15) & 26628.941421 \tabularnewline
0.0833 (12) & 1550.427787 \tabularnewline
0.1 (10) & 1401.279049 \tabularnewline
0.1167 (8.5714) & 957.909675 \tabularnewline
0.1333 (7.5) & 37376.555644 \tabularnewline
0.15 (6.6667) & 6024.05162 \tabularnewline
0.1667 (6) & 1902.633061 \tabularnewline
0.1833 (5.4545) & 159449.368572 \tabularnewline
0.2 (5) & 20459.431075 \tabularnewline
0.2167 (4.6154) & 108008.339629 \tabularnewline
0.2333 (4.2857) & 3008.709366 \tabularnewline
0.25 (4) & 2357.020482 \tabularnewline
0.2667 (3.75) & 18586.736813 \tabularnewline
0.2833 (3.5294) & 18527.596123 \tabularnewline
0.3 (3.3333) & 54759.61483 \tabularnewline
0.3167 (3.1579) & 18117.790655 \tabularnewline
0.3333 (3) & 2761.120605 \tabularnewline
0.35 (2.8571) & 15746.184637 \tabularnewline
0.3667 (2.7273) & 59762.486196 \tabularnewline
0.3833 (2.6087) & 22431.443069 \tabularnewline
0.4 (2.5) & 5444.595378 \tabularnewline
0.4167 (2.4) & 1700.40032 \tabularnewline
0.4333 (2.3077) & 13200.703585 \tabularnewline
0.45 (2.2222) & 35424.63158 \tabularnewline
0.4667 (2.1429) & 17197.204047 \tabularnewline
0.4833 (2.069) & 19654.927421 \tabularnewline
0.5 (2) & 2894.255591 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=116882&T=1

[TABLE]
[ROW][C]Raw Periodogram[/C][/ROW]
[ROW][C]Parameter[/C][C]Value[/C][/ROW]
[ROW][C]Box-Cox transformation parameter (lambda)[/C][C]1[/C][/ROW]
[ROW][C]Degree of non-seasonal differencing (d)[/C][C]1[/C][/ROW]
[ROW][C]Degree of seasonal differencing (D)[/C][C]1[/C][/ROW]
[ROW][C]Seasonal Period (s)[/C][C]12[/C][/ROW]
[ROW][C]Frequency (Period)[/C][C]Spectrum[/C][/ROW]
[ROW][C]0.0167 (60)[/C][C]339306.454958[/C][/ROW]
[ROW][C]0.0333 (30)[/C][C]141605.002894[/C][/ROW]
[ROW][C]0.05 (20)[/C][C]413717.988449[/C][/ROW]
[ROW][C]0.0667 (15)[/C][C]26628.941421[/C][/ROW]
[ROW][C]0.0833 (12)[/C][C]1550.427787[/C][/ROW]
[ROW][C]0.1 (10)[/C][C]1401.279049[/C][/ROW]
[ROW][C]0.1167 (8.5714)[/C][C]957.909675[/C][/ROW]
[ROW][C]0.1333 (7.5)[/C][C]37376.555644[/C][/ROW]
[ROW][C]0.15 (6.6667)[/C][C]6024.05162[/C][/ROW]
[ROW][C]0.1667 (6)[/C][C]1902.633061[/C][/ROW]
[ROW][C]0.1833 (5.4545)[/C][C]159449.368572[/C][/ROW]
[ROW][C]0.2 (5)[/C][C]20459.431075[/C][/ROW]
[ROW][C]0.2167 (4.6154)[/C][C]108008.339629[/C][/ROW]
[ROW][C]0.2333 (4.2857)[/C][C]3008.709366[/C][/ROW]
[ROW][C]0.25 (4)[/C][C]2357.020482[/C][/ROW]
[ROW][C]0.2667 (3.75)[/C][C]18586.736813[/C][/ROW]
[ROW][C]0.2833 (3.5294)[/C][C]18527.596123[/C][/ROW]
[ROW][C]0.3 (3.3333)[/C][C]54759.61483[/C][/ROW]
[ROW][C]0.3167 (3.1579)[/C][C]18117.790655[/C][/ROW]
[ROW][C]0.3333 (3)[/C][C]2761.120605[/C][/ROW]
[ROW][C]0.35 (2.8571)[/C][C]15746.184637[/C][/ROW]
[ROW][C]0.3667 (2.7273)[/C][C]59762.486196[/C][/ROW]
[ROW][C]0.3833 (2.6087)[/C][C]22431.443069[/C][/ROW]
[ROW][C]0.4 (2.5)[/C][C]5444.595378[/C][/ROW]
[ROW][C]0.4167 (2.4)[/C][C]1700.40032[/C][/ROW]
[ROW][C]0.4333 (2.3077)[/C][C]13200.703585[/C][/ROW]
[ROW][C]0.45 (2.2222)[/C][C]35424.63158[/C][/ROW]
[ROW][C]0.4667 (2.1429)[/C][C]17197.204047[/C][/ROW]
[ROW][C]0.4833 (2.069)[/C][C]19654.927421[/C][/ROW]
[ROW][C]0.5 (2)[/C][C]2894.255591[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=116882&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=116882&T=1

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

Raw Periodogram
Parameter	Value
Box-Cox transformation parameter (lambda)	1
Degree of non-seasonal differencing (d)	1
Degree of seasonal differencing (D)	1
Seasonal Period (s)	12
Frequency (Period)	Spectrum
0.0167 (60)	339306.454958
0.0333 (30)	141605.002894
0.05 (20)	413717.988449
0.0667 (15)	26628.941421
0.0833 (12)	1550.427787
0.1 (10)	1401.279049
0.1167 (8.5714)	957.909675
0.1333 (7.5)	37376.555644
0.15 (6.6667)	6024.05162
0.1667 (6)	1902.633061
0.1833 (5.4545)	159449.368572
0.2 (5)	20459.431075
0.2167 (4.6154)	108008.339629
0.2333 (4.2857)	3008.709366
0.25 (4)	2357.020482
0.2667 (3.75)	18586.736813
0.2833 (3.5294)	18527.596123
0.3 (3.3333)	54759.61483
0.3167 (3.1579)	18117.790655
0.3333 (3)	2761.120605
0.35 (2.8571)	15746.184637
0.3667 (2.7273)	59762.486196
0.3833 (2.6087)	22431.443069
0.4 (2.5)	5444.595378
0.4167 (2.4)	1700.40032
0.4333 (2.3077)	13200.703585
0.45 (2.2222)	35424.63158
0.4667 (2.1429)	17197.204047
0.4833 (2.069)	19654.927421
0.5 (2)	2894.255591

Figure 1

PNG link

Postscript link

PDF link

Figure 2

PNG link

Postscript link

PDF link

Parameters (Session):

par1 = 1 ; par2 = 1 ; par3 = 0 ; par4 = 12 ;

Parameters (R input):

par1 = 1 ; par2 = 1 ; par3 = 1 ; par4 = 12 ;

R code (references can be found in the software module):

par1 <- as.numeric(par1)
par2 <- as.numeric(par2)
par3 <- as.numeric(par3)
par4 <- as.numeric(par4)
if (par1 == 0) {
x <- log(x)
} else {
x <- (x ^ par1 - 1) / par1
}
if (par2 > 0) x <- diff(x,lag=1,difference=par2)
if (par3 > 0) x <- diff(x,lag=par4,difference=par3)
bitmap(file='test1.png')
r <- spectrum(x,main='Raw Periodogram')
dev.off()
bitmap(file='test2.png')
cpgram(x,main='Cumulative Periodogram')
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Raw Periodogram',2,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Parameter',header=TRUE)
a<-table.element(a,'Value',header=TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Box-Cox transformation parameter (lambda)',header=TRUE)
a<-table.element(a,par1)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Degree of non-seasonal differencing (d)',header=TRUE)
a<-table.element(a,par2)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Degree of seasonal differencing (D)',header=TRUE)
a<-table.element(a,par3)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Seasonal Period (s)',header=TRUE)
a<-table.element(a,par4)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Frequency (Period)',header=TRUE)
a<-table.element(a,'Spectrum',header=TRUE)
a<-table.row.end(a)
for (i in 1:length(r$freq)) {
a<-table.row.start(a)
mylab <- round(r$freq[i],4)
mylab <- paste(mylab,' (',sep='')
mylab <- paste(mylab,round(1/r$freq[i],4),sep='')
mylab <- paste(mylab,')',sep='')
a<-table.element(a,mylab,header=TRUE)
a<-table.element(a,round(r$spec[i],6))
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable.tab')

Free Statistics

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Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code