ItoPearsonCorrelation: Calculate the equivalence r from the I percentile in the...
In Irescale: Calculate and Rectify Moran's I
Description
Usage
Arguments
Value
Examples
Description
ItoPearsonCorrelation It calculates the Null distribution of I and determine what is the percentile of the real value of I,
then It calculates the inverse of the Normal Distribution(qnorm) to obtain the value of R to which this percentile belongs to.
Usage
1
ItoPearsonCorrelation(vI, n, medianCenter = TRUE)
Arguments
vI
the vector obtained by resamplingI.
n
sample size
medianCenter
to center all the values to the median. The defaul value is TRUE
Value
a list with r correlation equivalence and the rectified vector
Examples
1
2
3
4
5
fileInput <- system.file("testdata", "chen.csv", package="Irescale")
data <- loadFile(fileInput)
distM<-calculateEuclideanDistance(data$data)
vI<-resamplingI(distM,data$varOfInterest,n = 1000)
rectifiedI<- ItoPearsonCorrelation(vI, length(data))
Irescale documentation built on Nov. 22, 2019, 1:07 a.m.
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Description Usage Arguments Value Examples
Description
ItoPearsonCorrelation It calculates the Null distribution of I and determine what is the percentile of the real value of I,
then It calculates the inverse of the Normal Distribution(qnorm) to obtain the value of R to which this percentile belongs to.
Usage
1 | ItoPearsonCorrelation(vI, n, medianCenter = TRUE)
|
Arguments
vI |
the vector obtained by resamplingI. |
n |
sample size |
medianCenter |
to center all the values to the median. The defaul value is TRUE |
Value
a list with r correlation equivalence and the rectified vector
Examples
1 2 3 4 5 | fileInput <- system.file("testdata", "chen.csv", package="Irescale")
data <- loadFile(fileInput)
distM<-calculateEuclideanDistance(data$data)
vI<-resamplingI(distM,data$varOfInterest,n = 1000)
rectifiedI<- ItoPearsonCorrelation(vI, length(data))
|
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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