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Irescale
View on CRAN: Click
here
Download and install Irescale package within the R console
Install from CRAN:
install.packages("Irescale")
Install from Github:
library("remotes")
install_github("cran/Irescale")
Install by package version:
library("remotes")
install_version("Irescale", "2.3.0")
Attach the package and use:
library("Irescale")
Maintained by
Ivan Fuentes
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-04-12
Latest Update: 2019-11-21
Description:
Provides a scaling method to obtain a standardized Moran's I measure. Moran's I is a measure for the spatial autocorrelation of a data set, it gives a measure of similarity between data and its surrounding. The range of this value must be [-1,1], but this does not happen in practice. This package scale the Moran's I value and map it into the theoretical range of [-1,1]. Once the Moran's I value is rescaled, it facilitates the comparison between projects, for instance, a researcher can calculate Moran's I in a city in China, with a sample size of n1 and area of interest a1. Another researcher runs a similar experiment in a city in Mexico with different sample size, n2, and an area of interest a2. Due to the differences between the conditions, it is not possible to compare Moran's I in a straightforward way. In this version of the package, the spatial autocorrelation Moran's I is calculated as proposed in Chen(2013) .
How to cite:
Ivan Fuentes (2019). Irescale: Calculate and Rectify Moran's I. R package version 2.3.0, https://cran.r-project.org/web/packages/Irescale. Accessed 03 Dec. 2024.
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Other R packages that Irescale depends,
imports, suggests or enhances
Complete documentation for Irescale
Functions, R codes and Examples using
the Irescale R package
Some associated functions: ItoPearsonCorrelation . buildStabilityTable . buildStabilityTableForCorrelation . calculateDistMatrixFromBoard . calculateEuclideanDistance . calculateLocalI . calculateManhattanDistance . calculateMoranI . calculatePvalue . calculateWeightedDistMatrix . convexHull . coor . expectedValueI . iCorrection . loadChessBoard . loadDistanceMatrix . loadFile . loadSatelliteImage . localICorrection . nullDristribution . plotHistogramOverlayCorrelation . plotHistogramOverlayNormal . procrustes . rectifyIrho . resamplingI . resamplingLocalI . rescaleI . saveFile . standardize . standardizedByColumn . summaryLocalIVector . summaryVector . transformImageToList . transformImageToMatrix .
Some associated R codes: rectifiedI.R . Full Irescale package functions and examples
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