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Author's title

Author

*The author of this computation has been verified*

R Software Module

rwasp_Tests to Compare Two Means.wasp

Title produced by software

T-Tests

Date of computation

Mon, 07 Nov 2011 04:34:35 -0500

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/2011/Nov/07/t1320658526g458kqup24hiuvo.htm/, Retrieved Sun, 19 Jan 2025 16:19:35 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=140082, Retrieved Sun, 19 Jan 2025 16:19:35 +0000

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Original text written by user:

IsPrivate?

No (this computation is public)

User-defined keywords

t-test

Estimated Impact

1040

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

-     [Aston University Statistical Software] [Morning Sickness ...] [2009-11-16 16:26:06] [74be16979710d4c4e7c6647856088456]
- R     [Aston University Statistical Software] [Morning Sickness ...] [2009-11-16 17:22:16] [74be16979710d4c4e7c6647856088456]
-   P     [T-Tests] [Morning Sickness ...] [2010-11-09 11:12:43] [3fdd735c61ad38cbc9b3393dc997cdb7]
- RM          [T-Tests] [Morning Sickness ...] [2011-11-07 09:34:35] [a9208f4f8d3b118336aae915785f2bd9] [Current]
- R             [T-Tests] [Drug Trial Descri...] [2011-11-09 19:35:12] [68da2a3ec537521c4857f5c0bd5ed145] 
- R             [T-Tests] [Drug Trial Descri...] [2011-11-09 19:35:12] [68da2a3ec537521c4857f5c0bd5ed145] 
-   P             [T-Tests] [Drugs Trial - one...] [2011-11-10 12:18:13] [68da2a3ec537521c4857f5c0bd5ed145] 
- RMPD          [Histogram, QQplot and Density] [Drugs Trial] [2011-11-09 20:13:45] [68da2a3ec537521c4857f5c0bd5ed145] 
-    D          [T-Tests] [Pilot Training] [2011-11-09 20:32:38] [68da2a3ec537521c4857f5c0bd5ed145] 
- R PD          [T-Tests] [Perceptual Experi...] [2011-11-10 09:26:46] [68da2a3ec537521c4857f5c0bd5ed145] 
-   P             [T-Tests] [Perceptual Judgem...] [2011-11-10 09:30:31] [68da2a3ec537521c4857f5c0bd5ed145] 
-   P               [T-Tests] [Perceptual Judgem...] [2011-11-10 09:37:40] [68da2a3ec537521c4857f5c0bd5ed145] 
- R             [T-Tests] [TTest] [2011-11-10 12:06:49] [803f089ae787812348a044658060aefb] 
-   P             [T-Tests] [T-Test Greater] [2011-11-10 12:19:29] [803f089ae787812348a044658060aefb] 
-   PD              [T-Tests] [T-Test Scenario 2] [2011-11-10 12:33:55] [803f089ae787812348a044658060aefb] 
-   PD                [T-Tests] [T-Test Scenario 3] [2011-11-10 12:41:48] [803f089ae787812348a044658060aefb] 
-   P               [T-Tests] [T-Test Lower] [2011-11-10 17:50:10] [74be16979710d4c4e7c6647856088456] 
- R             [T-Tests] [Graph showing res...] [2011-11-10 12:13:34] [c14255f5a914c4d7aab5f6cd60318f9b] 
-   P             [T-Tests] [The results of mo...] [2011-11-10 12:18:37] [c14255f5a914c4d7aab5f6cd60318f9b] 
-    D            [T-Tests] [Pilot methods] [2011-11-10 12:34:31] [c14255f5a914c4d7aab5f6cd60318f9b] 
-    D            [T-Tests] [Pilot methods] [2011-11-10 12:34:31] [c14255f5a914c4d7aab5f6cd60318f9b] 
-    D            [T-Tests] [Standard and new ...] [2011-11-10 12:35:27] [c14255f5a914c4d7aab5f6cd60318f9b] 
- R             [T-Tests] [boxplot for drug/...] [2011-11-10 12:14:56] [1a620483555ed9c2c7b5616febb12cf1] 
- R             [T-Tests] [Morning sickenss ...] [2011-11-10 12:16:07] [8b1b3b62029043ad14f9403dfa37ed82] 
-   PD            [T-Tests] [Scenario 2] [2011-11-10 12:22:29] [8b1b3b62029043ad14f9403dfa37ed82] 
-   PD            [T-Tests] [scenario 3] [2011-11-10 12:54:37] [8b1b3b62029043ad14f9403dfa37ed82] 
- R             [T-Tests] [Two tailed test o...] [2011-11-10 12:17:39] [5ab72825a06ca2a73c828d10c85d14d8] 
- R P           [T-Tests] [One tailed test] [2011-11-10 12:16:06] [8c60ff0ea9ca69d00e25d4c2af5148c1] 
- R P           [T-Tests] [T Test One Tailed] [2011-11-10 12:16:41] [eaa1051df62e3cae1e5cf7c042ac8911] 
- R PD          [T-Tests] [boxplot for pilot...] [2011-11-10 12:24:04] [1a620483555ed9c2c7b5616febb12cf1] 
- R             [T-Tests] [] [2011-11-10 12:26:50] [0e3849a58d2010f680210bfa36dadcb4] 
- R  D          [T-Tests] [] [2011-11-10 12:31:00] [0e3849a58d2010f680210bfa36dadcb4] 
-   PD            [T-Tests] [] [2011-11-10 12:32:33] [0e3849a58d2010f680210bfa36dadcb4] 
- R P           [T-Tests] [Week 6 Compendium] [2011-11-10 12:31:31] [ed537d185cce52b1ebf7e35bc2be238e] 
- R             [T-Tests] [week 6 compendium...] [2011-11-10 12:31:11] [7f89eac12a05157a4b7c075c574c1c14] 
- R  D          [T-Tests] [Week 6 Compendium] [2011-11-10 12:33:12] [ed537d185cce52b1ebf7e35bc2be238e] 
- R  D          [T-Tests] [T Test Two Tailed] [2011-11-10 12:33:39] [eaa1051df62e3cae1e5cf7c042ac8911] 
- R  D          [T-Tests] [new v old] [2011-11-10 12:33:34] [8c60ff0ea9ca69d00e25d4c2af5148c1] 
- R             [T-Tests] [pregnancy drugs r...] [2011-11-10 12:31:12] [71cac728b89a34ca01732b1dc0bc9099] 
- R PD          [T-Tests] [Week 6 Compendium] [2011-11-10 12:34:28] [ed537d185cce52b1ebf7e35bc2be238e] 
- R             [T-Tests] [wk 6 t test ] [2011-11-10 12:34:27] [2ab645d57af3771f73e43c325a328185] 
-                 [T-Tests] [wk 6 scenario 2] [2011-11-13 10:57:02] [74be16979710d4c4e7c6647856088456] 
- RM            [T-Tests] [] [2011-11-10 12:35:19] [6920cf7129d32b5e1d3344311b2c82d4] 
- R  D          [T-Tests] [T Test Two Tailed] [2011-11-10 12:35:42] [eaa1051df62e3cae1e5cf7c042ac8911] 
- R             [T-Tests] [Pregnant women, d...] [2011-11-10 12:34:13] [9a61272a736950814aceafb9bfc5e47e] 
- RM            [T-Tests] [week 6 blog - sen. 1] [2011-11-10 12:35:45] [74be16979710d4c4e7c6647856088456] 
- R             [T-Tests] [morning sickness ...] [2011-11-10 12:36:34] [74be16979710d4c4e7c6647856088456] 
- RM            [T-Tests] [T-test for drug u...] [2011-11-10 12:34:00] [09253b89c68efd7a460a267273a9d6e3] 
- R PD          [T-Tests] [T Test One Tailed...] [2011-11-10 12:39:52] [eaa1051df62e3cae1e5cf7c042ac8911] 
- R PD          [T-Tests] [clutter ot not] [2011-11-10 12:40:58] [8c60ff0ea9ca69d00e25d4c2af5148c1] 
- R P           [T-Tests] [ttestscenario] [2011-11-10 12:42:15] [113a1c41b2127daa39468f799d579e88] 
- RM            [T-Tests] [scenario 1] [2011-11-10 12:44:27] [4d6fcff7a029721f667cce838c3bc5ec] 

[Truncated]

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Dataseries X:

Download CSV

Histogram

Boxplots

68.95	70.18
70.84	69.94
70.26	69.61
70.93	71.39
70.71	72.54
70.73	70.48
70.20	70.48
69.76	71.68
71.46	70.59
70.31	71.61
69.24	70.56
70.94	72.74
68.98	72.63
71.16	71.58
69.96	70.14
69.66	71.22
70.20	70.72
69.99	71.37
71.97	69.73
68.29	71.29
67.67	73.19
70.07	70.64
70.89	69.30
69.66	71.76
71.12	70.28
70.60	69.77
70.09	70.37
70.55	71.70
71.63	70.85
69.30	71.07

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	0 seconds
R Server	'Gertrude Mary Cox' @ cox.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 & 0 seconds \tabularnewline
R Server & 'Gertrude Mary Cox' @ cox.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=140082&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]0 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gertrude Mary Cox' @ cox.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=140082&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=140082&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	0 seconds
R Server	'Gertrude Mary Cox' @ cox.wessa.net

T-Test
Mean1	70.204
Mean2	70.98033
T Statistic	-3.08443
P-value	0.00312
Lower Confidence Limit	-1.28016
Upper Confidence Limit	-0.27251

\begin{tabular}{lllllllll}
\hline
T-Test \tabularnewline
Mean1 & 70.204 \tabularnewline
Mean2 & 70.98033 \tabularnewline
T Statistic & -3.08443 \tabularnewline
P-value & 0.00312 \tabularnewline
Lower Confidence Limit & -1.28016 \tabularnewline
Upper Confidence Limit & -0.27251 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=140082&T=1

[TABLE]
[ROW][C]T-Test[/C][/ROW]
[ROW][C]Mean1[/C][C]70.204[/C][/ROW]
[ROW][C]Mean2[/C][C]70.98033[/C][/ROW]
[ROW][C]T Statistic[/C][C]-3.08443[/C][/ROW]
[ROW][C]P-value[/C][C]0.00312[/C][/ROW]
[ROW][C]Lower Confidence Limit[/C][C]-1.28016[/C][/ROW]
[ROW][C]Upper Confidence Limit[/C][C]-0.27251[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=140082&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=140082&T=1

As an alternative you can also use a QR Code:

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

T-Test
Mean1	70.204
Mean2	70.98033
T Statistic	-3.08443
P-value	0.00312
Lower Confidence Limit	-1.28016
Upper Confidence Limit	-0.27251

Standard Deviations
Variable 1	0.96628
Variable 2	0.98326

\begin{tabular}{lllllllll}
\hline
Standard Deviations \tabularnewline
Variable 1 & 0.96628 \tabularnewline
Variable 2 & 0.98326 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=140082&T=2

[TABLE]
[ROW][C]Standard Deviations[/C][/ROW]
[ROW][C]Variable 1[/C][C]0.96628[/C][/ROW]
[ROW][C]Variable 2[/C][C]0.98326[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=140082&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=140082&T=2

As an alternative you can also use a QR Code:

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

Standard Deviations
Variable 1	0.96628
Variable 2	0.98326

Figure 1

PNG link

Postscript link

PDF link

Parameters (Session):

par1 = two.sided ; par2 = 1 ; par3 = 2 ; par4 = T-Test ; par5 = unpaired ; par6 = 0.0 ; par7 = 0.95 ; par8 = TRUE ;

Parameters (R input):

par1 = two.sided ; par2 = 1 ; par3 = 2 ; par4 = T-Test ; par5 = unpaired ; par6 = 0.0 ; par7 = 0.95 ; par8 = TRUE ;

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

par2 <- as.numeric(par2)
par3 <- as.numeric(par3)
par4 <- as.character(par4)
par5 <- as.character(par5)
par6 <- as.numeric(par6)
par7 <- as.numeric(par7)
par8 <- as.logical(par8)
if ( par5 == 'unpaired') paired <- FALSE else paired <- TRUE
x <- t(y)
if(par8){
bitmap(file='test1.png')
(r<-boxplot(x ,xlab=xlab,ylab=ylab,main=main,notch=FALSE,col=2))
dev.off()
}
load(file='createtable')
if( par4 == 'Wilcoxon-Mann_Whitney'){
a<-table.start()
a <- table.row.start(a)
a <- table.element(a,'Wilcoxon Test',3,TRUE)
a <- table.row.end(a)
a <- table.row.start(a)
a <- table.element(a,'',1,TRUE)
a <- table.element(a,'Statistic',1,TRUE)
a <- table.element(a,'P-value',1,TRUE)
a <- table.row.end(a)
W <- wilcox.test(x[,par2],x[,par3],alternative=par1, paired = paired)
a<-table.row.start(a)
a<-table.element(a,'Wilcoxon Test',1,TRUE)
a<-table.element(a,W$statistic[[1]])
a<-table.element(a,round(W$p.value, digits=5) )
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable.tab')
}
if( par4 == 'T-Test')
{
T <- t.test(x[,par2],x[,par3],alternative=par1, paired=paired, mu=par6, conf.level=par7)
a<-table.start()
a <- table.row.start(a)
a <- table.element(a,'T-Test',3,TRUE)
a <- table.row.end(a)
if(paired){
a <- table.row.start(a)
a <- table.element(a,'Difference: Mean1 - Mean2',1,TRUE)
a<-table.element(a,round(T$estimate, digits=5) )
a <- table.row.end(a)
}
if(!paired){
a <- table.row.start(a)
a <- table.element(a,'Mean1',1,TRUE)
a<-table.element(a,round(T$estimate[1], digits=5) )
a <- table.row.end(a)
a <- table.row.start(a)
a <- table.element(a,'Mean2',1,TRUE)
a<-table.element(a,round(T$estimate[2], digits=5) )
a <- table.row.end(a)
}
a <- table.row.start(a)
a <- table.element(a,'T Statistic',1,TRUE)
a<-table.element(a,round(T$statistic, digits=5) )
a <- table.row.end(a)
a <- table.row.start(a)
a <- table.element(a,'P-value',1,TRUE)
a<-table.element(a,round(T$p.value, digits=5) )
a <- table.row.end(a)
a <- table.row.start(a)
a <- table.element(a,'Lower Confidence Limit',1,TRUE)
a<-table.element(a,round(T$conf.int[1], digits=5) )
a <- table.row.end(a)
a<-table.row.start(a)
a <- table.element(a,'Upper Confidence Limit',1,TRUE)
a<-table.element(a,round(T$conf.int[2], digits=5) )
a <- table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable.tab')
}
a<-table.start()
a <- table.row.start(a)
a <- table.element(a,'Standard Deviations',3,TRUE)
a <- table.row.end(a)
a <- table.row.start(a)
a <- table.element(a,'Variable 1',1,TRUE)
a<-table.element(a,round(sd(x[,par2]), digits=5) )
a <- table.row.end(a)
a <- table.row.start(a)
a <- table.element(a,'Variable 2',1,TRUE)
a<-table.element(a,round(sd(x[,par3]), digits=5) )
a <- table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable1.tab')

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Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code