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Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_chi_squared_tests.wasp
Title produced by softwareChi-Squared Test, McNemar Test, and Fisher Exact Test
Date of computationWed, 10 Dec 2014 15:21:32 +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/2014/Dec/10/t1418224899pu1y0jahnfef3ko.htm/, Retrieved Thu, 31 Oct 2024 23:34:31 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=265360, Retrieved Thu, 31 Oct 2024 23:34:31 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact127
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Chi-Squared and McNemar Tests] [] [2010-11-16 15:17:18] [b98453cac15ba1066b407e146608df68]
- RM    [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [q1] [2014-11-05 13:43:53] [2568c9326b0361ae14a2b722dbd6de4e]
- RMPD    [Multiple Regression] [RFC multiple] [2014-12-09 13:18:32] [2568c9326b0361ae14a2b722dbd6de4e]
- R P       [Multiple Regression] [] [2014-12-09 13:24:41] [36c866d94170840abc594fd3e7d5794f]
- RMPD          [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [] [2014-12-10 15:21:32] [72ee53c6f28232e74174360ca89644de] [Current]
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Dataseries X:
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'LO'"
'HI' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'HI' "'HI'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'HI'"
'HI' "'HI'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'LO'"
'LO' "'LO'"
'LO' "'LO'"
'HI' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'HI' "'HI'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'LO'"
'HI' "'LO'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'HI' "'LO'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'HI' "'LO'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'LO'"
'HI' "'HI'"
'LO' "'HI'"
'HI' "'HI'"
'LO' "'HI'"
'HI' "'HI'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'LO'"
'LO' "'LO'"
'LO' "'LO'"
'LO' "'LO'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'LO'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'HI' "'HI'"
'HI' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'HI' "'HI'"
'HI' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'HI' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'HI' "'HI'"
'HI' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'HI' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'HI' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'LO'"
'LO' "'LO'"
'LO' "'HI'"
'LO' "'LO'"
'HI' "'HI'"
'LO' "'HI'"
'HI' "'LO'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'HI'"
'LO' "'LO'"




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time2 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 & 2 seconds \tabularnewline
R Server & 'Sir Ronald Aylmer Fisher' @ fisher.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=265360&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]2 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=265360&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=265360&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 Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time2 seconds
R Server'Sir Ronald Aylmer Fisher' @ fisher.wessa.net







Tabulation of Results
PRH_HiLo x TOTAL_HiLo
'HI''LO'
HI184
LO20551

\begin{tabular}{lllllllll}
\hline
Tabulation of Results \tabularnewline
PRH_HiLo  x  TOTAL_HiLo \tabularnewline
  & 'HI' & 'LO' \tabularnewline
HI & 18 & 4 \tabularnewline
LO & 205 & 51 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=265360&T=1

[TABLE]
[ROW][C]Tabulation of Results[/C][/ROW]
[ROW][C]PRH_HiLo  x  TOTAL_HiLo[/C][/ROW]
[ROW][C] [/C][C]'HI'[/C][C]'LO'[/C][/ROW]
[C]HI[/C][C]18[/C][C]4[/C][/ROW]
[C]LO[/C][C]205[/C][C]51[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=265360&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=265360&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
PRH_HiLo x TOTAL_HiLo
'HI''LO'
HI184
LO20551







Tabulation of Expected Results
PRH_HiLo x TOTAL_HiLo
'HI''LO'
HI17.654.35
LO205.3550.65

\begin{tabular}{lllllllll}
\hline
Tabulation of Expected Results \tabularnewline
PRH_HiLo  x  TOTAL_HiLo \tabularnewline
  & 'HI' & 'LO' \tabularnewline
HI & 17.65 & 4.35 \tabularnewline
LO & 205.35 & 50.65 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=265360&T=2

[TABLE]
[ROW][C]Tabulation of Expected Results[/C][/ROW]
[ROW][C]PRH_HiLo  x  TOTAL_HiLo[/C][/ROW]
[ROW][C] [/C][C]'HI'[/C][C]'LO'[/C][/ROW]
[C]HI[/C][C]17.65[/C][C]4.35[/C][/ROW]
[C]LO[/C][C]205.35[/C][C]50.65[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=265360&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=265360&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
PRH_HiLo x TOTAL_HiLo
'HI''LO'
HI17.654.35
LO205.3550.65







Statistical Results
Pearson's Chi-squared test with Yates' continuity correction
Pearson Chi Square Statistic0
Degrees of Freedom1
P value1

\begin{tabular}{lllllllll}
\hline
Statistical Results \tabularnewline
Pearson's Chi-squared test with Yates' continuity correction \tabularnewline
Pearson Chi Square Statistic & 0 \tabularnewline
Degrees of Freedom & 1 \tabularnewline
P value & 1 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=265360&T=3

[TABLE]
[ROW][C]Statistical Results[/C][/ROW]
[ROW][C]Pearson's Chi-squared test with Yates' continuity correction[/C][/ROW]
[ROW][C]Pearson Chi Square Statistic[/C][C]0[/C][/ROW]
[ROW][C]Degrees of Freedom[/C][C]1[/C][/ROW]
[ROW][C]P value[/C][C]1[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=265360&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=265360&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 with Yates' continuity correction
Pearson Chi Square Statistic0
Degrees of Freedom1
P value1



Parameters (Session):
par1 = 1 ; par2 = 2 ; par3 = Pearson Chi-Squared ;
Parameters (R input):
par1 = 1 ; par2 = 2 ; par3 = Pearson Chi-Squared ;
R code (references can be found in the software module):
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')