FreeStatistics.org

Free Statistics

of Irreproducible Research!

Description of Statistical Computation

Author's title

Author*Unverified author*
R Software Modulerwasp_correlation.wasp
Title produced by softwarePearson Correlation
Date of computationMon, 19 May 2014 18:51:25 -0400
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/May/19/t14005400650qfii3uluixkhhe.htm/, Retrieved Wed, 15 May 2024 23:37:16 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=234971, Retrieved Wed, 15 May 2024 23:37:16 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact110

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Pearson Correlation] [Deficits and unem...] [2014-05-19 22:51:25] [d41d8cd98f00b204e9800998ecf8427e] [Current]
Feedback Forum

Post a new message

Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
2.67
-0.32
0.26
1.97
1.82
1.04
0.4
3.15
3.93
2.57
2.51
1.55
2.58
2.46
3.83
5.71
4.59
4.88
4.82
3.07
2.95
2.7
3.7
4.36
4.44
3.71
2.78
2.14
1.33
0.25
-0.76
-1.3
-2.3
-1.21
1.44
3.28
3.36
2.43
1.79
1.11
3.12
9.8
8.65
8.37
6.69
4.05
3.74
Dataseries Y:
Download CSV
Histogram 
4.6
4.0
4.1
6.5
6.7
5.0
5.0
8.7
8.2
7.3
6.1
5.4
5.8
7.4
8.1
10.9
8.2
6.9
6.7
7.1
5.9
5.4
4.8
6.6
8.5
8.4
9.1
8.3
8.6
8.3
6.7
6.2
6.1
5.9
8.9
10.2
9.5
9.0
8.4
8.6
9.4
13.1
22.1
20.9
19.2
17.3
16.0

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'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 & 1 seconds \tabularnewline
R Server & 'Gertrude Mary Cox' @ cox.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=234971&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]'Gertrude Mary Cox' @ cox.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=234971&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=234971&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'Gertrude Mary Cox' @ cox.wessa.net






Pearson Product Moment Correlation - Ungrouped Data
StatisticVariable XVariable Y
Mean2.853404255319158.59787234042553
Biased Variance5.890490538705316.8870167496605
Biased Standard Deviation2.427033279274374.1093815531854
Covariance6.99109435707678
Correlation0.686045530060188
Determination0.470658469315564
T-Test6.32544685840568
p-value (2 sided)1.02511083621692e-07
p-value (1 sided)5.12555418108462e-08
Degrees of Freedom45
Number of Observations47

\begin{tabular}{lllllllll}
\hline
Pearson Product Moment Correlation - Ungrouped Data \tabularnewline
Statistic & Variable X & Variable Y \tabularnewline
Mean & 2.85340425531915 & 8.59787234042553 \tabularnewline
Biased Variance & 5.8904905387053 & 16.8870167496605 \tabularnewline
Biased Standard Deviation & 2.42703327927437 & 4.1093815531854 \tabularnewline
Covariance & 6.99109435707678 \tabularnewline
Correlation & 0.686045530060188 \tabularnewline
Determination & 0.470658469315564 \tabularnewline
T-Test & 6.32544685840568 \tabularnewline
p-value (2 sided) & 1.02511083621692e-07 \tabularnewline
p-value (1 sided) & 5.12555418108462e-08 \tabularnewline
Degrees of Freedom & 45 \tabularnewline
Number of Observations & 47 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=234971&T=1

[TABLE]
[ROW][C]Pearson Product Moment Correlation - Ungrouped Data[/C][/ROW]
[ROW][C]Statistic[/C][C]Variable X[/C][C]Variable Y[/C][/ROW]
[ROW][C]Mean[/C][C]2.85340425531915[/C][C]8.59787234042553[/C][/ROW]
[ROW][C]Biased Variance[/C][C]5.8904905387053[/C][C]16.8870167496605[/C][/ROW]
[ROW][C]Biased Standard Deviation[/C][C]2.42703327927437[/C][C]4.1093815531854[/C][/ROW]
[ROW][C]Covariance[/C][C]6.99109435707678[/C][/ROW]
[ROW][C]Correlation[/C][C]0.686045530060188[/C][/ROW]
[ROW][C]Determination[/C][C]0.470658469315564[/C][/ROW]
[ROW][C]T-Test[/C][C]6.32544685840568[/C][/ROW]
[ROW][C]p-value (2 sided)[/C][C]1.02511083621692e-07[/C][/ROW]
[ROW][C]p-value (1 sided)[/C][C]5.12555418108462e-08[/C][/ROW]
[ROW][C]Degrees of Freedom[/C][C]45[/C][/ROW]
[ROW][C]Number of Observations[/C][C]47[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=234971&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=234971&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:

Pearson Product Moment Correlation - Ungrouped Data
StatisticVariable XVariable Y
Mean2.853404255319158.59787234042553
Biased Variance5.890490538705316.8870167496605
Biased Standard Deviation2.427033279274374.1093815531854
Covariance6.99109435707678
Correlation0.686045530060188
Determination0.470658469315564
T-Test6.32544685840568
p-value (2 sided)1.02511083621692e-07
p-value (1 sided)5.12555418108462e-08
Degrees of Freedom45
Number of Observations47


Figures (Output of Computation)

Input Parameters & R Code

Parameters (Session):
Parameters (R input):
R code (references can be found in the software module):
x <- x[!is.na(y)]
y <- y[!is.na(y)]
y <- y[!is.na(x)]
x <- x[!is.na(x)]
bitmap(file='test1.png')
histx <- hist(x, plot=FALSE)
histy <- hist(y, plot=FALSE)
maxcounts <- max(c(histx$counts, histx$counts))
xrange <- c(min(x),max(x))
yrange <- c(min(y),max(y))
nf <- layout(matrix(c(2,0,1,3),2,2,byrow=TRUE), c(3,1), c(1,3), TRUE)
par(mar=c(4,4,1,1))
plot(x, y, xlim=xrange, ylim=yrange, xlab=xlab, ylab=ylab)
par(mar=c(0,4,1,1))
barplot(histx$counts, axes=FALSE, ylim=c(0, maxcounts), space=0)
par(mar=c(4,0,1,1))
barplot(histy$counts, axes=FALSE, xlim=c(0, maxcounts), space=0, horiz=TRUE)
dev.off()
lx = length(x)
makebiased = (lx-1)/lx
varx = var(x)*makebiased
vary = var(y)*makebiased
corxy <- cor.test(x,y,method='pearson', na.rm = T)
cxy <- as.matrix(corxy$estimate)[1,1]
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Pearson Product Moment Correlation - Ungrouped Data',3,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Statistic',1,TRUE)
a<-table.element(a,'Variable X',1,TRUE)
a<-table.element(a,'Variable Y',1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,hyperlink('arithmetic_mean.htm','Mean',''),header=TRUE)
a<-table.element(a,mean(x))
a<-table.element(a,mean(y))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,hyperlink('biased.htm','Biased Variance',''),header=TRUE)
a<-table.element(a,varx)
a<-table.element(a,vary)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,hyperlink('biased1.htm','Biased Standard Deviation',''),header=TRUE)
a<-table.element(a,sqrt(varx))
a<-table.element(a,sqrt(vary))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,hyperlink('covariance.htm','Covariance',''),header=TRUE)
a<-table.element(a,cov(x,y),2)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,hyperlink('pearson_correlation.htm','Correlation',''),header=TRUE)
a<-table.element(a,cxy,2)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,hyperlink('coeff_of_determination.htm','Determination',''),header=TRUE)
a<-table.element(a,cxy*cxy,2)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,hyperlink('ttest_statistic.htm','T-Test',''),header=TRUE)
a<-table.element(a,as.matrix(corxy$statistic)[1,1],2)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'p-value (2 sided)',header=TRUE)
a<-table.element(a,(p2 <- as.matrix(corxy$p.value)[1,1]),2)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'p-value (1 sided)',header=TRUE)
a<-table.element(a,p2/2,2)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Degrees of Freedom',header=TRUE)
a<-table.element(a,lx-2,2)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Number of Observations',header=TRUE)
a<-table.element(a,lx,2)
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable.tab')