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Author's title

Author

*The author of this computation has been verified*

R Software Module

rwasp_chi_squared_tests.wasp

Title produced by software

Chi-Squared and McNemar Tests

Date of computation

Sun, 07 Nov 2010 14:08:40 +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/2010/Nov/07/t12891390327tsmf792yq65r7h.htm/, Retrieved Fri, 09 May 2025 18:40:48 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=92576, Retrieved Fri, 09 May 2025 18:40:48 +0000

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Original text written by user:

IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

342

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)

-     [Linear Regression Graphical Model Validation] [Colombia Coffee -...] [2008-02-26 10:22:06] [74be16979710d4c4e7c6647856088456]
F RMPD    [Chi-Squared and McNemar Tests] [WS6 - Chi kwadraa...] [2010-11-07 14:08:40] [934c3727858e074bf543f25f5906ed72] [Current]
- R         [Chi-Squared and McNemar Tests] [Workshop 6, Chi-S...] [2010-11-09 11:02:54] [8ffb4cfa64b4677df0d2c448735a40bb] 
-   P         [Chi-Squared and McNemar Tests] [Workshop 6, Chi-S...] [2010-11-09 16:29:28] [8ffb4cfa64b4677df0d2c448735a40bb] 
-   P           [Chi-Squared and McNemar Tests] [Workshop 6, Chi-S...] [2010-11-09 16:32:35] [8ffb4cfa64b4677df0d2c448735a40bb] 
-   P           [Chi-Squared and McNemar Tests] [Workshop 6, Chi-S...] [2010-11-09 16:41:58] [8ffb4cfa64b4677df0d2c448735a40bb] 
F             [Chi-Squared and McNemar Tests] [WS6 Hap-Con] [2010-11-11 17:20:45] [afe9379cca749d06b3d6872e02cc47ed] 
-               [Chi-Squared and McNemar Tests] [] [2010-11-15 17:01:17] [b64b273f7a25c5bb07ff2f026b8ce952] 
- R  D          [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [ws 6 - 1.3] [2011-11-14 20:51:16] [4b648d52023f19d55c572f0eddd72b1f] 
- R PD          [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [ws 6 - 1.2] [2011-11-14 20:52:27] [4b648d52023f19d55c572f0eddd72b1f] 
- R PD          [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [ws 6 - 1.1] [2011-11-14 20:53:08] [4b648d52023f19d55c572f0eddd72b1f] 
- R PD          [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [ws 6 - 1.4] [2011-11-14 20:54:13] [4b648d52023f19d55c572f0eddd72b1f] 
- R PD          [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [ws 6 - 1.5] [2011-11-14 20:55:43] [4b648d52023f19d55c572f0eddd72b1f] 
- R PD          [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [ws 6 - 1.6] [2011-11-14 20:58:17] [4b648d52023f19d55c572f0eddd72b1f] 
- R             [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [] [2012-11-12 16:20:01] [a7bb96ad3a378f4e1515d1e46b6029a5] 
- RM            [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [] [2012-11-12 16:34:29] [74be16979710d4c4e7c6647856088456] 
- R             [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [hapvscon] [2012-11-13 22:11:57] [74be16979710d4c4e7c6647856088456] 
- R             [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [P: One sample Chi...] [2012-12-19 08:21:33] [d191800f060e920bc4e472a3c2728e14] 
F   P         [Chi-Squared and McNemar Tests] [WS6 Hap-Sep] [2010-11-11 17:34:36] [afe9379cca749d06b3d6872e02cc47ed] 
- R             [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [] [2012-11-12 16:29:59] [a7bb96ad3a378f4e1515d1e46b6029a5] 
- RM            [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [] [2012-11-12 16:39:26] [74be16979710d4c4e7c6647856088456] 
- R PD          [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [WS 6 - Hap-Con] [2012-11-12 22:19:13] [e6a888b30739f946c01ecef17ea767f7] 
- R               [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [] [2012-11-13 18:03:09] [74be16979710d4c4e7c6647856088456] 
- R PD          [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [WS6 - Hap - Sep] [2012-11-12 22:22:13] [e6a888b30739f946c01ecef17ea767f7] 
- R               [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [] [2012-11-13 18:07:13] [74be16979710d4c4e7c6647856088456] 
- R PD          [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [WS 6 - Dep - Con] [2012-11-12 22:42:11] [e6a888b30739f946c01ecef17ea767f7] 
- R               [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [] [2012-11-13 18:35:23] [74be16979710d4c4e7c6647856088456] 
- R PD          [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [WS 6 - Dep - Sep] [2012-11-12 22:43:56] [e6a888b30739f946c01ecef17ea767f7] 
- R               [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [] [2012-11-13 18:38:17] [74be16979710d4c4e7c6647856088456] 
- R             [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [hapvssep] [2012-11-13 22:14:38] [74be16979710d4c4e7c6647856088456] 
- RM            [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [] [2012-12-19 13:18:59] [26ad7b3e1a1c0dbfc150b12ad04e69c7] 
- RMPD          [Minimum Sample Size - Testing Proportions] [] [2012-12-19 13:40:31] [26ad7b3e1a1c0dbfc150b12ad04e69c7] 
F   P         [Chi-Squared and McNemar Tests] [WS6 Dep-Con] [2010-11-11 17:35:31] [afe9379cca749d06b3d6872e02cc47ed] 
- R             [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [] [2012-11-12 16:37:45] [a7bb96ad3a378f4e1515d1e46b6029a5] 
- R             [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [] [2012-11-12 16:46:44] [74be16979710d4c4e7c6647856088456] 
- R             [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [depvscon] [2012-11-13 22:17:51] [74be16979710d4c4e7c6647856088456] 
F   P         [Chi-Squared and McNemar Tests] [WS6 Dep-Sep] [2010-11-11 17:43:08] [afe9379cca749d06b3d6872e02cc47ed] 
- R             [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [] [2012-11-12 16:42:07] [a7bb96ad3a378f4e1515d1e46b6029a5] 
- R             [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [] [2012-11-12 16:52:30] [74be16979710d4c4e7c6647856088456] 
- R             [Chi-Squared Test, McNemar Test, and Fisher Exact Test] [depvssep] [2012-11-13 22:20:15] [74be16979710d4c4e7c6647856088456] 
-           [Chi-Squared and McNemar Tests] [Hapiness - Seperate] [2010-11-11 11:36:02] [1afa3497b02a8d7c9f6727c1b17b89b2] 
-   P         [Chi-Squared and McNemar Tests] [Hapiness - Seperate] [2010-11-11 11:51:08] [1afa3497b02a8d7c9f6727c1b17b89b2] 
-   P         [Chi-Squared and McNemar Tests] [Depression - Sepe...] [2010-11-11 12:08:18] [1afa3497b02a8d7c9f6727c1b17b89b2] 
-   P           [Chi-Squared and McNemar Tests] [Hapiness - Connected] [2010-11-11 12:18:57] [1afa3497b02a8d7c9f6727c1b17b89b2] 
-   P           [Chi-Squared and McNemar Tests] [Depression - Conn...] [2010-11-11 12:25:38] [1afa3497b02a8d7c9f6727c1b17b89b2] 
-   P       [Chi-Squared and McNemar Tests] [Chi kwadraat - Ha...] [2010-11-11 11:42:06] [1aa8d85d6b335d32b1f6be940e33a166] 
-   P         [Chi-Squared and McNemar Tests] [Chi kwadraat - Ha...] [2010-11-11 11:49:53] [1aa8d85d6b335d32b1f6be940e33a166] 
-   P           [Chi-Squared and McNemar Tests] [Chi kwadraat - Ha...] [2010-11-11 11:51:11] [1aa8d85d6b335d32b1f6be940e33a166] 
-   P             [Chi-Squared and McNemar Tests] [Chi kwadraat - De...] [2010-11-11 11:52:37] [1aa8d85d6b335d32b1f6be940e33a166] 
-   P               [Chi-Squared and McNemar Tests] [Chi kwadraat - De...] [2010-11-11 11:53:47] [1aa8d85d6b335d32b1f6be940e33a166] 

[Truncated]

Feedback Forum

2010-11-20 11:53:12 [Pascal Wijnen] [reply] 
De student komt tot een juiste grafiek. De interpretatie is correct, maar er wordt niets gezegd over het feit of de verwachte waarden beduidend meer bedragen dan verwacht. 

Post a new message

Dataseries X:

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'LO'	'HI'	'LO'	'HI'
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'HI'	'HI'	'LO'	'LO'
'HI'	'LO'	'HI'	'LO'
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'LO'	'HI'	'HI'	'HI'
'LO'	'LO'	'LO'	'LO'
'LO'	'HI'	'HI'	'LO'
'HI'	'HI'	'HI'	'HI'
'LO'	'HI'	'HI'	'HI'
'HI'	'LO'	'HI'	'HI'
'LO'	'HI'	'HI'	'HI'
'LO'	'HI'	'HI'	'HI'
'LO'	'HI'	'LO'	'LO'
'LO'	'HI'	'HI'	'LO'
'HI'	'HI'	'LO'	'HI'
'HI'	'LO'	'LO'	'HI'
'LO'	'LO'	'HI'	'LO'
'LO'	'HI'	'LO'	'HI'
'LO'	'HI'	'HI'	'HI'

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	3 seconds
R Server	'Sir Ronald Aylmer Fisher' @ 193.190.124.24

\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 & 3 seconds \tabularnewline
R Server & 'Sir Ronald Aylmer Fisher' @ 193.190.124.24 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=92576&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]3 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Sir Ronald Aylmer Fisher' @ 193.190.124.24[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=92576&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=92576&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	3 seconds
R Server	'Sir Ronald Aylmer Fisher' @ 193.190.124.24

Tabulation of Results
Happiness x Connected
	HI	LO
HI	63	40
LO	34	25

\begin{tabular}{lllllllll}
\hline
Tabulation of Results \tabularnewline
Happiness  x  Connected \tabularnewline
  & HI & LO \tabularnewline
HI & 63 & 40 \tabularnewline
LO & 34 & 25 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=92576&T=1

[TABLE]
[ROW][C]Tabulation of Results[/C][/ROW]
[ROW][C]Happiness  x  Connected[/C][/ROW]
[ROW][C] [/C][C]HI[/C][C]LO[/C][/ROW]
[C]HI[/C][C]63[/C][C]40[/C][/ROW]
[C]LO[/C][C]34[/C][C]25[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=92576&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=92576&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
Happiness x Connected
	HI	LO
HI	63	40
LO	34	25

Tabulation of Expected Results
Happiness x Connected
	HI	LO
HI	61.67	41.33
LO	35.33	23.67

\begin{tabular}{lllllllll}
\hline
Tabulation of Expected Results \tabularnewline
Happiness  x  Connected \tabularnewline
  & HI & LO \tabularnewline
HI & 61.67 & 41.33 \tabularnewline
LO & 35.33 & 23.67 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=92576&T=2

[TABLE]
[ROW][C]Tabulation of Expected Results[/C][/ROW]
[ROW][C]Happiness  x  Connected[/C][/ROW]
[ROW][C] [/C][C]HI[/C][C]LO[/C][/ROW]
[C]HI[/C][C]61.67[/C][C]41.33[/C][/ROW]
[C]LO[/C][C]35.33[/C][C]23.67[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=92576&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=92576&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
Happiness x Connected
	HI	LO
HI	61.67	41.33
LO	35.33	23.67

Statistical Results
Pearson's Chi-squared test with Yates' continuity correction
Chi Square Statistic	0.08
Degrees of Freedom	1
P value	0.78

\begin{tabular}{lllllllll}
\hline
Statistical Results \tabularnewline
Pearson's Chi-squared test with Yates' continuity correction \tabularnewline
Chi Square Statistic & 0.08 \tabularnewline
Degrees of Freedom & 1 \tabularnewline
P value & 0.78 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=92576&T=3

[TABLE]
[ROW][C]Statistical Results[/C][/ROW]
[ROW][C]Pearson's Chi-squared test with Yates' continuity correction[/C][/ROW]
[ROW][C]Chi Square Statistic[/C][C]0.08[/C][/ROW]
[ROW][C]Degrees of Freedom[/C][C]1[/C][/ROW]
[ROW][C]P value[/C][C]0.78[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=92576&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=92576&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
Chi Square Statistic	0.08
Degrees of Freedom	1
P value	0.78

Figure 1

PNG link

Postscript link

PDF link

Parameters (Session):

par1 = 1 ; par2 = 3 ; par3 = Pearson Chi-Squared ;

Parameters (R input):

par1 = 1 ; par2 = 3 ; 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 != 'McNemar Chi-Squared') {
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)
a<-table.element(a, 'Chi Square Statistic', 1, TRUE)
a<-table.element(a, round(cst$statistic, digits=2), 1,FALSE)
a<-table.row.end(a)
if(!simulate.p.value){
a<-table.row.start(a)
a<-table.element(a, 'Degrees of Freedom', 1, TRUE)
a<-table.element(a, cst$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