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R Software Module

rwasp_chi_squared_tests.wasp

Title produced by software

Chi-Squared Test, McNemar Test, and Fisher Exact Test

Date of computation

Wed, 17 Dec 2014 14:31:05 +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/2014/Dec/17/t14188267040vcrrkonb83yrf3.htm/, Retrieved Thu, 16 May 2024 04:30:18 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=270334, Retrieved Thu, 16 May 2024 04:30:18 +0000

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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)

-     [Paired and Unpaired Two Samples Tests about the Mean] [] [2010-11-01 13:07:12] [b98453cac15ba1066b407e146608df68]
- RMP   [Paired and Unpaired Two Samples Tests about the Mean] [] [2014-10-21 07:47:40] [32b17a345b130fdf5cc88718ed94a974]
- R PD    [Paired and Unpaired Two Samples Tests about the Mean] [Two Sample T test I] [2014-12-10 10:29:02] [fa1b8827d7de91b8b87087311d3d9fa1]
- RM D      [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [Demotivatie-totaal] [2014-12-10 14:21:38] [fa1b8827d7de91b8b87087311d3d9fa1]
-   PD          [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [Chi] [2014-12-17 14:31:05] [cbcdb86aef42c1c3276d52a1b1545a9c] [Current]

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'B' "'B'"
'A' "'C'"
'C' "'D'"
'D' "'A'"
'D' "'A'"
'D' "'D'"
'A' "'C'"
'D' "'D'"
'D' "'C'"
'D' "'A'"
'B' "'C'"
'C' "'A'"
'D' "'B'"
'C' "'C'"
'A' "'A'"
'A' "'C'"
'D' "'C'"
'B' "'B'"
'C' "'B'"
'D' "'B'"
'D' "'A'"
'A' "'D'"
'A' "'B'"
'A' "'D'"
'A' "'C'"
'D' "'B'"
'B' "'D'"
'B' "'D'"
'D' "'B'"
'D' "'C'"
'D' "'A'"
'A' "'C'"
'C' "'B'"
'A' "'B'"
'C' "'B'"
'C' "'B'"
'C' "'B'"
'D' "'D'"
'B' "'B'"
'B' "'C'"
'D' "'A'"
'C' "'C'"
'C' "'D'"
'B' "'B'"
'B' "'C'"
'B' "'C'"
'A' "'C'"
'C' "'A'"
'C' "'D'"
'A' "'D'"
'B' "'C'"
'B' "'A'"
'C' "'B'"
'B' "'C'"
'D' "'D'"
'D' "'B'"
'A' "'A'"
'A' "'D'"
'C' "'A'"
'D' "'D'"
'A' "'B'"
'C' "'C'"
'A' "'A'"
'D' "'D'"
'B' "'B'"
'C' "'B'"
'A' "'C'"
'A' "'D'"
'A' "'D'"
'D' "'C'"
'B' "'C'"
'D' "'C'"
'A' "'A'"
'D' "'D'"
'A' "'D'"
'B' "'D'"
'D' "'D'"
'C' "'D'"
'D' "'B'"
'C' "'A'"
'D' "'B'"
'D' "'D'"
'B' "'B'"
'B' "'A'"
'D' "'B'"
'D' "'C'"
'B' "'C'"
'D' "'C'"
'B' "'A'"
'D' "'D'"
'A' "'D'"
'B' "'A'"
'B' "'B'"
'D' "'A'"
'C' "'A'"
'C' "'B'"
'B' "'A'"
'C' "'C'"
'B' "'D'"
'D' "'A'"
'D' "'B'"
'C' "'B'"
'C' "'A'"
'B' "'B'"
'A' "'D'"
'B' "'A'"
'B' "'D'"
'B' "'A'"
'D' "'A'"
'B' "'B'"
'B' "'C'"

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	'Sir Ronald Aylmer Fisher' @ fisher.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 & 'Sir Ronald Aylmer Fisher' @ fisher.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=270334&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]'Sir Ronald Aylmer Fisher' @ fisher.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=270334&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=270334&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	'Sir Ronald Aylmer Fisher' @ fisher.wessa.net

Tabulation of Results
Depressie x TOTD
	'A'	'B'	'C'	'D'
A	4	3	7	9
B	7	9	9	5
C	6	9	4	4
D	9	9	7	10

\begin{tabular}{lllllllll}
\hline
Tabulation of Results \tabularnewline
Depressie  x  TOTD \tabularnewline
  & 'A' & 'B' & 'C' & 'D' \tabularnewline
A & 4 & 3 & 7 & 9 \tabularnewline
B & 7 & 9 & 9 & 5 \tabularnewline
C & 6 & 9 & 4 & 4 \tabularnewline
D & 9 & 9 & 7 & 10 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=270334&T=1

[TABLE]
[ROW][C]Tabulation of Results[/C][/ROW]
[ROW][C]Depressie  x  TOTD[/C][/ROW]
[ROW][C] [/C][C]'A'[/C][C]'B'[/C][C]'C'[/C][C]'D'[/C][/ROW]
[C]A[/C][C]4[/C][C]3[/C][C]7[/C][C]9[/C][/ROW]
[C]B[/C][C]7[/C][C]9[/C][C]9[/C][C]5[/C][/ROW]
[C]C[/C][C]6[/C][C]9[/C][C]4[/C][C]4[/C][/ROW]
[C]D[/C][C]9[/C][C]9[/C][C]7[/C][C]10[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=270334&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=270334&T=1

As an alternative you can also use a QR Code:

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

Tabulation of Results
Depressie x TOTD
	'A'	'B'	'C'	'D'
A	4	3	7	9
B	7	9	9	5
C	6	9	4	4
D	9	9	7	10

Tabulation of Expected Results
Depressie x TOTD
	'A'	'B'	'C'	'D'
A	5.39	6.22	5.59	5.8
B	7.03	8.11	7.3	7.57
C	5.39	6.22	5.59	5.8
D	8.2	9.46	8.51	8.83

\begin{tabular}{lllllllll}
\hline
Tabulation of Expected Results \tabularnewline
Depressie  x  TOTD \tabularnewline
  & 'A' & 'B' & 'C' & 'D' \tabularnewline
A & 5.39 & 6.22 & 5.59 & 5.8 \tabularnewline
B & 7.03 & 8.11 & 7.3 & 7.57 \tabularnewline
C & 5.39 & 6.22 & 5.59 & 5.8 \tabularnewline
D & 8.2 & 9.46 & 8.51 & 8.83 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=270334&T=2

[TABLE]
[ROW][C]Tabulation of Expected Results[/C][/ROW]
[ROW][C]Depressie  x  TOTD[/C][/ROW]
[ROW][C] [/C][C]'A'[/C][C]'B'[/C][C]'C'[/C][C]'D'[/C][/ROW]
[C]A[/C][C]5.39[/C][C]6.22[/C][C]5.59[/C][C]5.8[/C][/ROW]
[C]B[/C][C]7.03[/C][C]8.11[/C][C]7.3[/C][C]7.57[/C][/ROW]
[C]C[/C][C]5.39[/C][C]6.22[/C][C]5.59[/C][C]5.8[/C][/ROW]
[C]D[/C][C]8.2[/C][C]9.46[/C][C]8.51[/C][C]8.83[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=270334&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=270334&T=2

As an alternative you can also use a QR Code:

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

Tabulation of Expected Results
Depressie x TOTD
	'A'	'B'	'C'	'D'
A	5.39	6.22	5.59	5.8
B	7.03	8.11	7.3	7.57
C	5.39	6.22	5.59	5.8
D	8.2	9.46	8.51	8.83

Statistical Results
Pearson's Chi-squared test
Pearson Chi Square Statistic	8.36
Degrees of Freedom	9
P value	0.5

\begin{tabular}{lllllllll}
\hline
Statistical Results \tabularnewline
Pearson's Chi-squared test \tabularnewline
Pearson Chi Square Statistic & 8.36 \tabularnewline
Degrees of Freedom & 9 \tabularnewline
P value & 0.5 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=270334&T=3

[TABLE]
[ROW][C]Statistical Results[/C][/ROW]
[ROW][C]Pearson's Chi-squared test[/C][/ROW]
[ROW][C]Pearson Chi Square Statistic[/C][C]8.36[/C][/ROW]
[ROW][C]Degrees of Freedom[/C][C]9[/C][/ROW]
[ROW][C]P value[/C][C]0.5[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=270334&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=270334&T=3

As an alternative you can also use a QR Code:

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

Statistical Results
Pearson's Chi-squared test
Pearson Chi Square Statistic	8.36
Degrees of Freedom	9
P value	0.5

Figure 1

PNG link

Postscript link

PDF link

Parameters (Session):

Parameters (R input):

par1 = 1 ; par2 = 2 ; par3 = Pearson Chi-Squared ;

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

par3 <- 'Pearson Chi-Squared'
par2 <- ''
par1 <- ''
library(vcd)
cat1 <- as.numeric(par1) #
cat2<- as.numeric(par2) #
simulate.p.value=FALSE
if (par3 == 'Exact Pearson Chi-Squared by Simulation') simulate.p.value=TRUE
x <- t(x)
(z <- array(unlist(x),dim=c(length(x[,1]),length(x[1,]))))
(table1 <- table(z[,cat1],z[,cat2]))
(V1<-dimnames(y)[[1]][cat1])
(V2<-dimnames(y)[[1]][cat2])
bitmap(file='pic1.png')
assoc(ftable(z[,cat1],z[,cat2],row.vars=1,dnn=c(V1,V2)),shade=T)
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Tabulation of Results',ncol(table1)+1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,paste(V1,' x ', V2),ncol(table1)+1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, ' ', 1,TRUE)
for(nc in 1:ncol(table1)){
a<-table.element(a, colnames(table1)[nc], 1, TRUE)
}
a<-table.row.end(a)
for(nr in 1:nrow(table1) ){
a<-table.element(a, rownames(table1)[nr], 1, TRUE)
for(nc in 1:ncol(table1) ){
a<-table.element(a, table1[nr, nc], 1, FALSE)
}
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable.tab')
(cst<-chisq.test(table1, simulate.p.value=simulate.p.value) )
if (par3 == 'McNemar Chi-Squared') {
(cst <- mcnemar.test(table1))
}
if (par3=='Fisher Exact Test') {
(cst <- fisher.test(table1))
}
if ((par3 != 'McNemar Chi-Squared') & (par3 != 'Fisher Exact Test')) {
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Tabulation of Expected Results',ncol(table1)+1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,paste(V1,' x ', V2),ncol(table1)+1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, ' ', 1,TRUE)
for(nc in 1:ncol(table1)){
a<-table.element(a, colnames(table1)[nc], 1, TRUE)
}
a<-table.row.end(a)
for(nr in 1:nrow(table1) ){
a<-table.element(a, rownames(table1)[nr], 1, TRUE)
for(nc in 1:ncol(table1) ){
a<-table.element(a, round(cst$expected[nr, nc], digits=2), 1, FALSE)
}
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable1.tab')
}
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Statistical Results',2,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, cst$method, 2,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
if (par3=='Pearson Chi-Squared') a<-table.element(a, 'Pearson Chi Square Statistic', 1, TRUE)
if (par3=='Exact Pearson Chi-Squared by Simulation') a<-table.element(a, 'Exact Pearson Chi Square Statistic', 1, TRUE)
if (par3=='McNemar Chi-Squared') a<-table.element(a, 'McNemar Chi Square Statistic', 1, TRUE)
if (par3=='Fisher Exact Test') a<-table.element(a, 'Odds Ratio', 1, TRUE)
if (par3=='Fisher Exact Test') {
if ((ncol(table1) == 2) & (nrow(table1) == 2)) {
a<-table.element(a, round(cst$estimate, digits=2), 1,FALSE)
} else {
a<-table.element(a, '--', 1,FALSE)
}
} else {
a<-table.element(a, round(cst$statistic, digits=2), 1,FALSE)
}
a<-table.row.end(a)
if(!simulate.p.value){
if(par3!='Fisher Exact Test') {
a<-table.row.start(a)
a<-table.element(a, 'Degrees of Freedom', 1, TRUE)
a<-table.element(a, cst$parameter, 1,FALSE)
a<-table.row.end(a)
}
}
a<-table.row.start(a)
a<-table.element(a, 'P value', 1, TRUE)
a<-table.element(a, round(cst$p.value, digits=2), 1,FALSE)
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable2.tab')

Free Statistics

Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code