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Author's title

Author

*The author of this computation has been verified*

R Software Module

rwasp_partialcorrelationmatrix.wasp

Title produced by software

Partial Correlation Matrix

Date of computation

Sun, 13 Dec 2015 16:12:36 +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/2015/Dec/13/t1450023801cioj58l2h7jlpgg.htm/, Retrieved Thu, 16 May 2024 13:09:28 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=286205, Retrieved Thu, 16 May 2024 13:09:28 +0000

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Original text written by user:

IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

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

-       [Partial Correlation Matrix] [Partiele correlat...] [2015-12-13 16:12:36] [5264f2fb10908d9927130993ef716e6e] [Current]

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Dataseries X:

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Histogram

Boxplots

223981 1.0682 0.8106 0.3932
182716 1.0322 0.7811 0.3594
167003 1.0089 0.7530 0.3480
145431 1.0260 0.7660 0.3526
145227 1.1273 0.8750 0.3853
130347 1.2750 1.0410 0.4350
132220 1.3540 1.0790 0.4890
118809 1.3847 1.0941 0.5146
110953 1.4561 1.2523 0.5693
115619 1.3302 1.0225 0.4630
127396 1.4555 1.2018 0.5894
134662 1.6051 1.4405 0.6610
145640 1.7076 1.5318 0.7183
164220 1.6508 1.4758 0.6719
173228 1.5956 1.4154 0.5960

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	'Herman Ole Andreas Wold' @ wold.wessa.net

\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 & 1 seconds \tabularnewline
R Server & 'Herman Ole Andreas Wold' @ wold.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=286205&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]1 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Herman Ole Andreas Wold' @ wold.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=286205&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=286205&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	1 seconds
R Server	'Herman Ole Andreas Wold' @ wold.wessa.net

Pearson Correlation Matrix

> r0
            insch_super     Psuper    Pdiesel       Plpg
insch_super   1.0000000 -0.3512110 -0.2883124 -0.2828123
Psuper       -0.3512110  1.0000000  0.9924228  0.9816979
Pdiesel      -0.2883124  0.9924228  1.0000000  0.9836265
Plpg         -0.2828123  0.9816979  0.9836265  1.0000000

\begin{tabular}{lllllllll}
\hline
Pearson Correlation Matrix \tabularnewline
> r0
            insch_super     Psuper    Pdiesel       Plpg
insch_super   1.0000000 -0.3512110 -0.2883124 -0.2828123
Psuper       -0.3512110  1.0000000  0.9924228  0.9816979
Pdiesel      -0.2883124  0.9924228  1.0000000  0.9836265
Plpg         -0.2828123  0.9816979  0.9836265  1.0000000
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=286205&T=1

[TABLE]
[ROW][C]Pearson Correlation Matrix[/C][/ROW]
[ROW][C]> r0
            insch_super     Psuper    Pdiesel       Plpg
insch_super   1.0000000 -0.3512110 -0.2883124 -0.2828123
Psuper       -0.3512110  1.0000000  0.9924228  0.9816979
Pdiesel      -0.2883124  0.9924228  1.0000000  0.9836265
Plpg         -0.2828123  0.9816979  0.9836265  1.0000000
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=286205&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=286205&T=1

As an alternative you can also use a QR Code:

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

Pearson Correlation Matrix

> r0
            insch_super     Psuper    Pdiesel       Plpg
insch_super   1.0000000 -0.3512110 -0.2883124 -0.2828123
Psuper       -0.3512110  1.0000000  0.9924228  0.9816979
Pdiesel      -0.2883124  0.9924228  1.0000000  0.9836265
Plpg         -0.2828123  0.9816979  0.9836265  1.0000000

Partial Pearson Correlation Matrix (Shrinkage Method)

> r1
            insch_super     Psuper    Pdiesel       Plpg
insch_super  1.00000000 -0.1906629 0.03268589 0.03606167
Psuper      -0.19066289  1.0000000 0.50726349 0.44231561
Pdiesel      0.03268589  0.5072635 1.00000000 0.45482411
Plpg         0.03606167  0.4423156 0.45482411 1.00000000
attr(,"lambda")
[1] 0.09845983
attr(,"lambda.estimated")
[1] TRUE
attr(,"class")
[1] "shrinkage"
attr(,"spv")
insch_super      Psuper     Pdiesel        Plpg 
  0.8958414   0.1543684   0.1577457   0.1713129

\begin{tabular}{lllllllll}
\hline
Partial Pearson Correlation Matrix (Shrinkage Method) \tabularnewline
> r1
            insch_super     Psuper    Pdiesel       Plpg
insch_super  1.00000000 -0.1906629 0.03268589 0.03606167
Psuper      -0.19066289  1.0000000 0.50726349 0.44231561
Pdiesel      0.03268589  0.5072635 1.00000000 0.45482411
Plpg         0.03606167  0.4423156 0.45482411 1.00000000
attr(,"lambda")
[1] 0.09845983
attr(,"lambda.estimated")
[1] TRUE
attr(,"class")
[1] "shrinkage"
attr(,"spv")
insch_super      Psuper     Pdiesel        Plpg 
  0.8958414   0.1543684   0.1577457   0.1713129 
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=286205&T=2

[TABLE]
[ROW][C]Partial Pearson Correlation Matrix (Shrinkage Method)[/C][/ROW]
[ROW][C]> r1
            insch_super     Psuper    Pdiesel       Plpg
insch_super  1.00000000 -0.1906629 0.03268589 0.03606167
Psuper      -0.19066289  1.0000000 0.50726349 0.44231561
Pdiesel      0.03268589  0.5072635 1.00000000 0.45482411
Plpg         0.03606167  0.4423156 0.45482411 1.00000000
attr(,"lambda")
[1] 0.09845983
attr(,"lambda.estimated")
[1] TRUE
attr(,"class")
[1] "shrinkage"
attr(,"spv")
insch_super      Psuper     Pdiesel        Plpg 
  0.8958414   0.1543684   0.1577457   0.1713129 
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=286205&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=286205&T=2

As an alternative you can also use a QR Code:

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

Partial Pearson Correlation Matrix (Shrinkage Method)

> r1
            insch_super     Psuper    Pdiesel       Plpg
insch_super  1.00000000 -0.1906629 0.03268589 0.03606167
Psuper      -0.19066289  1.0000000 0.50726349 0.44231561
Pdiesel      0.03268589  0.5072635 1.00000000 0.45482411
Plpg         0.03606167  0.4423156 0.45482411 1.00000000
attr(,"lambda")
[1] 0.09845983
attr(,"lambda.estimated")
[1] TRUE
attr(,"class")
[1] "shrinkage"
attr(,"spv")
insch_super      Psuper     Pdiesel        Plpg 
  0.8958414   0.1543684   0.1577457   0.1713129

Parameters (Session):

Parameters (R input):

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

library(corpcor)
x <- t(y)
(r1 <- pcor.shrink(x))
(r0 <- cor(x))
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Pearson Correlation Matrix',1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,paste('',RC.texteval('r0'),'
',sep=''))
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable0.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Partial Pearson Correlation Matrix (Shrinkage Method)',1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,paste('',RC.texteval('r1'),'
',sep=''))
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable1.tab')

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Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code