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Description of Statistical Computation

Author's title

Author*Unverified author*
R Software Modulerwasp_tukeylambda.wasp
Title produced by softwareTukey lambda PPCC Plot
Date of computationMon, 29 Oct 2007 15:07:56 -0700
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2007/Oct/29/qta83znp8neuypl1193695675.htm/, Retrieved Sat, 07 Feb 2026 08:57:08 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=2138, Retrieved Sat, 07 Feb 2026 08:57:08 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact454

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Tukey lambda PPCC Plot] [verbetering works...] [2007-10-29 22:07:56] [3463f71ebce131edf0c83e066f45702c] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
8,5
8,5
8,5
8,4
8,5
8,5
8,3
8,4
8,4
8,4
8,4
8,4
8,5
8,5
8,5
8,5
8,5
8,5
8,3
8,3
8,4
8,2
8,2
8,1
8,1
8
7,8
7,9
7,8
7,7
7,9
7,8
7,7
7,7
7,6
7,5

Tables (Output of Computation)





Summary of compuational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time1 seconds
R Server'Gwilym Jenkins' @ 72.249.127.135

\begin{tabular}{lllllllll}
\hline
Summary of compuational 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 & 'Gwilym Jenkins' @ 72.249.127.135 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=2138&T=0

[TABLE]
[ROW][C]Summary of compuational 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]'Gwilym Jenkins' @ 72.249.127.135[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=2138&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=2138&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 compuational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time1 seconds
R Server'Gwilym Jenkins' @ 72.249.127.135






Tukey Lambda - Key Values
Distribution (lambda)Correlation
Approx. Cauchy (lambda=-1)0.625773001685633
Exact Logistic (lambda=0)0.905504980493936
Approx. Normal (lambda=0.14)0.919202072012784
U-shaped (lambda=0.5)0.935544999957424
Exactly Uniform (lambda=1)0.940210442833601

\begin{tabular}{lllllllll}
\hline
Tukey Lambda - Key Values \tabularnewline
Distribution (lambda) & Correlation \tabularnewline
Approx. Cauchy (lambda=-1) & 0.625773001685633 \tabularnewline
Exact Logistic (lambda=0) & 0.905504980493936 \tabularnewline
Approx. Normal (lambda=0.14) & 0.919202072012784 \tabularnewline
U-shaped (lambda=0.5) & 0.935544999957424 \tabularnewline
Exactly Uniform (lambda=1) & 0.940210442833601 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=2138&T=1

[TABLE]
[ROW][C]Tukey Lambda - Key Values[/C][/ROW]
[ROW][C]Distribution (lambda)[/C][C]Correlation[/C][/ROW]
[ROW][C]Approx. Cauchy (lambda=-1)[/C][C]0.625773001685633[/C][/ROW]
[ROW][C]Exact Logistic (lambda=0)[/C][C]0.905504980493936[/C][/ROW]
[ROW][C]Approx. Normal (lambda=0.14)[/C][C]0.919202072012784[/C][/ROW]
[ROW][C]U-shaped (lambda=0.5)[/C][C]0.935544999957424[/C][/ROW]
[ROW][C]Exactly Uniform (lambda=1)[/C][C]0.940210442833601[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=2138&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=2138&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:

Tukey Lambda - Key Values
Distribution (lambda)Correlation
Approx. Cauchy (lambda=-1)0.625773001685633
Exact Logistic (lambda=0)0.905504980493936
Approx. Normal (lambda=0.14)0.919202072012784
U-shaped (lambda=0.5)0.935544999957424
Exactly Uniform (lambda=1)0.940210442833601


Figures (Output of Computation)

Input Parameters & R Code

Parameters (Session):
Parameters (R input):
R code (references can be found in the software module):
gp <- function(lambda, p)
{
(p^lambda-(1-p)^lambda)/lambda
}
sortx <- sort(x)
c <- array(NA,dim=c(201))
for (i in 1:201)
{
if (i != 101) c[i] <- cor(gp(ppoints(x), lambda=(i-101)/100),sortx)
}
bitmap(file='test1.png')
plot((-100:100)/100,c[1:201],xlab='lambda',ylab='correlation',main='PPCC Plot - Tukey lambda')
grid()
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Tukey Lambda - Key Values',2,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Distribution (lambda)',1,TRUE)
a<-table.element(a,'Correlation',1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Approx. Cauchy (lambda=-1)',header=TRUE)
a<-table.element(a,c[1])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Exact Logistic (lambda=0)',header=TRUE)
a<-table.element(a,(c[100]+c[102])/2)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Approx. Normal (lambda=0.14)',header=TRUE)
a<-table.element(a,c[115])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'U-shaped (lambda=0.5)',header=TRUE)
a<-table.element(a,c[151])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Exactly Uniform (lambda=1)',header=TRUE)
a<-table.element(a,c[201])
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable.tab')