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Description of Statistical Computation

Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_partialcorrelationmatrix.wasp
Title produced by softwarePartial Correlation Matrix
Date of computationSat, 17 Dec 2016 11:20:02 +0100
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2016/Dec/17/t1481970017sls0ctlonj8wzhg.htm/, Retrieved Fri, 01 Nov 2024 03:44:17 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=300669, Retrieved Fri, 01 Nov 2024 03:44:17 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact103

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Partial Correlation Matrix] [Partial autocorre...] [2016-12-17 10:20:02] [e6dc02234f5305f92311fb16bc25f73e] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
5	4	4	4
5	5	4	4
4	3	3	2
4	3	3	3
5	4	4	3
5	3	4	3
5	4	2	3
5	4	2	4
5	2	2	4
5	1	2	4
4	4	3	2
5	4	3	2
5	4	5	4
5	5	4	5
4	4	3	4
5	1	4	4
3	4	4	2
5	2	2	2
5	3	4	5
5	3	3	4
2	2	3	1
3	1	3	5
4	3	2	3
4	2	2	4
4	4	3	4
5	4	3	2
4	4	3	4
5	2	4	2
4	3	4	3
5	4	3	4
4	4	4	4
4	4	3	4
4	3	4	4
5	4	3	4
5	4	3	4
5	4	3	5
5	4	3	4
2	3	2	4
4	3	5	3
4	4	3	4
4	2	1	4
5	3	2	3
5	4	2	2
5	4	3	5
4	3	2	4
4	2	3	3
5	3	5	4
5	3	4	4
5	4	5	4
4	3	2	3
4	3	4	4
5	3	3	4
5	3	3	4
5	3	2	4
4	5	3	5
5	4	2	4
5	5	4	2
4	3	3	4
4	4	3	5
5	4	1	2
5	1	1	3
4	4	3	4
4	3	3	3
5	3	2	4
3	4	3	4
3	2	4	4
5	4	3	5
4	5	4	3
4	4	4	4
5	4	3	4
5	4	4	4
4	4	4	4
5	4	3	4
4	2	3	4
4	4	5	4
4	2	2	4
5	5	4	4
4	5	3	3
4	2	3	3
4	4	3	2
4	3	4	2
4	3	4	2
2	3	3	3
4	4	5	4
4	4	3	4
5	3	4	4
4	3	3	4
5	4	5	4
4	4	4	4
4	2	4	4
3	3	4	2
4	3	4	3
2	3	2	2
4	4	3	3
5	4	4	4
3	4	3	5
4	4	3	4
5	5	5	5
2	4	3	3
5	3	1	5
5	4	3	4
5	4	4	5
4	2	2	2
4	3	3	3
5	3	4	4
5	3	4	5
4	4	4	4
4	4	4	5
5	4	4	5
5	4	4	5
5	3	3	4
4	3	3	4
5	3	3	4
4	2	2	4
5	3	4	4
4	2	2	4
5	4	5	5
5	5	2	5
4	3	2	5
4	3	2	4
4	3	3	4
5	2	3	4
5	3	4	5
4	3	3	4
4	3	4	4
5	4	3	4
5	4	4	4
4	3	4	2
4	4	3	4
4	1	3	2
4	5	5	4
5	4	4	3
5	3	3	5
4	5	3	2
4	4	3	4
4	3	3	3
3	4	3	3
4	4	2	4
5	3	4	5
4	2	4	3
4	4	4	2
5	3	5	5
3	3	2	4
4	4	2	4
1	2	3	2
5	3	3	5
4	4	2	3
5	4	4	3
3	3	2	3
4	4	3	4
4	4	4	4
4	3	3	4
4	2	3	4
5	4	4	4
5	2	2	4
5	3	5	5
5	4	4	3
4	3	3	3
5	2	5	4
5	4	2	4
4	1	4	5
3	5	4	3
4	4	4	4
4	3	3	2
5	4	5	5
4	4	3	4
4	3	3	3

Tables (Output of Computation)





Summary of computational transaction
Raw Input view raw input (R code)
Raw Outputview raw output of R engine
Computing time0 seconds
R ServerBig Analytics Cloud Computing Center

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input view raw input (R code)  \tabularnewline
Raw Outputview raw output of R engine  \tabularnewline
Computing time0 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=300669&T=0

[TABLE]
[ROW]
Summary of computational transaction[/C][/ROW] [ROW]Raw Input[/C] view raw input (R code) [/C][/ROW] [ROW]Raw Output[/C]view raw output of R engine [/C][/ROW] [ROW]Computing time[/C]0 seconds[/C][/ROW] [ROW]R Server[/C]Big Analytics Cloud Computing Center[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=300669&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=300669&T=0

As an alternative you can also use a QR Code:  
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 Outputview raw output of R engine
Computing time0 seconds
R ServerBig Analytics Cloud Computing Center






Pearson Correlation Matrix
> r0
          KVDD1     KVDD2     KVDD3     KVDD4
KVDD1 1.0000000 0.1456166 0.1452768 0.3309773
KVDD2 0.1456166 1.0000000 0.2419560 0.1065191
KVDD3 0.1452768 0.2419560 1.0000000 0.1472691
KVDD4 0.3309773 0.1065191 0.1472691 1.0000000


\begin{tabular}{lllllllll}
\hline
Pearson Correlation Matrix \tabularnewline

> r0
          KVDD1     KVDD2     KVDD3     KVDD4
KVDD1 1.0000000 0.1456166 0.1452768 0.3309773
KVDD2 0.1456166 1.0000000 0.2419560 0.1065191
KVDD3 0.1452768 0.2419560 1.0000000 0.1472691
KVDD4 0.3309773 0.1065191 0.1472691 1.0000000

 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=300669&T=1

[TABLE]
[ROW][C]Pearson Correlation Matrix[/C][/ROW]
[ROW][C]
> r0
          KVDD1     KVDD2     KVDD3     KVDD4
KVDD1 1.0000000 0.1456166 0.1452768 0.3309773
KVDD2 0.1456166 1.0000000 0.2419560 0.1065191
KVDD3 0.1452768 0.2419560 1.0000000 0.1472691
KVDD4 0.3309773 0.1065191 0.1472691 1.0000000

[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=300669&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=300669&T=1

As an alternative you can also use a QR Code:  
QR Code


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

Pearson Correlation Matrix
> r0
          KVDD1     KVDD2     KVDD3     KVDD4
KVDD1 1.0000000 0.1456166 0.1452768 0.3309773
KVDD2 0.1456166 1.0000000 0.2419560 0.1065191
KVDD3 0.1452768 0.2419560 1.0000000 0.1472691
KVDD4 0.3309773 0.1065191 0.1472691 1.0000000






Partial Pearson Correlation Matrix (Shrinkage Method)
> r1
           KVDD1      KVDD2      KVDD3      KVDD4
KVDD1 1.00000000 0.08519956 0.07349576 0.25896764
KVDD2 0.08519956 1.00000000 0.18457530 0.04111397
KVDD3 0.07349576 0.18457530 1.00000000 0.08403079
KVDD4 0.25896764 0.04111397 0.08403079 1.00000000
attr(,"lambda")
[1] 0.1706798
attr(,"lambda.estimated")
[1] TRUE
attr(,"class")
[1] "shrinkage"
attr(,"spv")
    KVDD1     KVDD2     KVDD3     KVDD4 
0.9103250 0.9486632 0.9436245 0.9150589 


\begin{tabular}{lllllllll}
\hline
Partial Pearson Correlation Matrix (Shrinkage Method) \tabularnewline

> r1
           KVDD1      KVDD2      KVDD3      KVDD4
KVDD1 1.00000000 0.08519956 0.07349576 0.25896764
KVDD2 0.08519956 1.00000000 0.18457530 0.04111397
KVDD3 0.07349576 0.18457530 1.00000000 0.08403079
KVDD4 0.25896764 0.04111397 0.08403079 1.00000000
attr(,"lambda")
[1] 0.1706798
attr(,"lambda.estimated")
[1] TRUE
attr(,"class")
[1] "shrinkage"
attr(,"spv")
    KVDD1     KVDD2     KVDD3     KVDD4 
0.9103250 0.9486632 0.9436245 0.9150589 

 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=300669&T=2

[TABLE]
[ROW][C]Partial Pearson Correlation Matrix (Shrinkage Method)[/C][/ROW]
[ROW][C]
> r1
           KVDD1      KVDD2      KVDD3      KVDD4
KVDD1 1.00000000 0.08519956 0.07349576 0.25896764
KVDD2 0.08519956 1.00000000 0.18457530 0.04111397
KVDD3 0.07349576 0.18457530 1.00000000 0.08403079
KVDD4 0.25896764 0.04111397 0.08403079 1.00000000
attr(,"lambda")
[1] 0.1706798
attr(,"lambda.estimated")
[1] TRUE
attr(,"class")
[1] "shrinkage"
attr(,"spv")
    KVDD1     KVDD2     KVDD3     KVDD4 
0.9103250 0.9486632 0.9436245 0.9150589 

[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=300669&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=300669&T=2

As an alternative you can also use a QR Code:  
QR Code


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

Partial Pearson Correlation Matrix (Shrinkage Method)
> r1
           KVDD1      KVDD2      KVDD3      KVDD4
KVDD1 1.00000000 0.08519956 0.07349576 0.25896764
KVDD2 0.08519956 1.00000000 0.18457530 0.04111397
KVDD3 0.07349576 0.18457530 1.00000000 0.08403079
KVDD4 0.25896764 0.04111397 0.08403079 1.00000000
attr(,"lambda")
[1] 0.1706798
attr(,"lambda.estimated")
[1] TRUE
attr(,"class")
[1] "shrinkage"
attr(,"spv")
    KVDD1     KVDD2     KVDD3     KVDD4 
0.9103250 0.9486632 0.9436245 0.9150589


Figures (Output of Computation)

Input Parameters & R Code

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')