FreeStatistics.org

Free Statistics

of Irreproducible Research!

Description of Statistical Computation

Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_tukeylambda.wasp
Title produced by softwareTukey lambda PPCC Plot
Date of computationSat, 12 Dec 2015 22:14:20 +0000
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2015/Dec/12/t1449958476qo0js688hw30nrm.htm/, Retrieved Fri, 01 Nov 2024 00:10:05 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=286130, Retrieved Fri, 01 Nov 2024 00:10:05 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact75

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] [tukey lambda indu...] [2015-12-12 22:14:20] [aff7c5b01bb5e691e5ecdf00b98aae53] [Current]
Feedback Forum

Post a new message

Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
80.8
83.7
94.2
86.2
89
94.7
81.9
80.2
96.5
95.6
91.9
89.9
86.5
94.6
107.1
98.3
94.6
111.1
91.7
91.3
110.7
106.4
105.1
102.6
97.5
103.7
124.5
103.8
111.8
108.4
91.7
100.9
114.6
106.6
103.5
101.3
97.6
100.7
118.2
98.6
101.5
109.8
96.8
97.2
107
111.3
104.6
98.7
97
95.5
107.7
106.9
105.5
110
103.4
92.8
109
115.1
105.4
102.3
100.4
103.3
111.3
109.9
106.7
114.3
101.5
92.5
119
117
105.3
105.5
100.4
98.6
118.5
110.1
102.8
116.5
100.5
96.8

Tables (Output of Computation)





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time1 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=286130&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=286130&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=286130&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 Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time1 seconds
R Server'Herman Ole Andreas Wold' @ wold.wessa.net






Tukey Lambda - Key Values
Distribution (lambda)Correlation
Approx. Cauchy (lambda=-1)0.665802138773458
Exact Logistic (lambda=0)0.993752522304967
Approx. Normal (lambda=0.14)0.996949459818423
U-shaped (lambda=0.5)0.989469337378175
Exactly Uniform (lambda=1)0.97723154728038

\begin{tabular}{lllllllll}
\hline
Tukey Lambda - Key Values \tabularnewline
Distribution (lambda) & Correlation \tabularnewline
Approx. Cauchy (lambda=-1) & 0.665802138773458 \tabularnewline
Exact Logistic (lambda=0) & 0.993752522304967 \tabularnewline
Approx. Normal (lambda=0.14) & 0.996949459818423 \tabularnewline
U-shaped (lambda=0.5) & 0.989469337378175 \tabularnewline
Exactly Uniform (lambda=1) & 0.97723154728038 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=286130&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]0.665802138773458[/C][/ROW]
[ROW][C]Exact Logistic (lambda=0)[/C][C]0.993752522304967[/C][/ROW]
[ROW][C]Approx. Normal (lambda=0.14)[/C][C]0.996949459818423[/C][/ROW]
[ROW][C]U-shaped (lambda=0.5)[/C][C]0.989469337378175[/C][/ROW]
[ROW][C]Exactly Uniform (lambda=1)[/C][C]0.97723154728038[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=286130&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=286130&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)0.665802138773458
Exact Logistic (lambda=0)0.993752522304967
Approx. Normal (lambda=0.14)0.996949459818423
U-shaped (lambda=0.5)0.989469337378175
Exactly Uniform (lambda=1)0.97723154728038


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')