Calculate and Rectify Moran's I

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Documentation for package ‘Irescale’ version 2.3.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

buildStabilityTable	Finds how many iterations are necessary to achieve stability in resampling method.
buildStabilityTableForCorrelation	Finds how many iterations are necessary to achieve stability in resampling method for rectifying I through pearson corrrelation.
calculateDistMatrixFromBoard	Calculates the distance in a chessboard-alike structure.
calculateEuclideanDistance	Given a 2D data structure, it calculates the euclidean distance among all the points.
calculateLocalI	Computing the Local Moran's I
calculateManhattanDistance	Calculates the manhattan distance.
calculateMoranI	Calculates the Moran's I using the algorithm proposed by Chen (Chen 2013).
calculatePvalue	p-value calculation.
calculateWeightedDistMatrix	Calculates a weighted representation of the distance matrix.
convexHull	Plots the convexhull polygon from the data (latitude, longitude), and calculates the center of the convexhull and its area.
coor	Transforms a x,y position in a cartesian plane into a position in a 1D array.
expectedValueI	Calculates the expected value for local I
iCorrection	Scaling process for Moran's I.
ItoPearsonCorrelation	Calculate the equivalence r from the I percentile in the I-Null Distribution.
loadChessBoard	Loads a chessboard or matrix alike input file.
loadDistanceMatrix	Loads a distance matrix. Instead of computing the distance from latitute and longitude 'LoadDistanceMatrix' Loads the distance matrix, avoiding computing it from latitude and longitude.
loadFile	Loads a file with latitude, longitude and variable of interest
loadSatelliteImage	Loads a Satellite image in PNG format
localICorrection	Scaling process for Local Moran's I.
nullDristribution	Calculate a distribution of how the var of interest is correlated to a
plotHistogramOverlayCorrelation	Creates an overlay of the histogram of the data and the theorical normal distribution.
plotHistogramOverlayNormal	Creates an overlay of the histogram of the data and the theorical normal distribution.
procrustes	Procrustes distance between two surfaces
rectifyIrho	Rectify I using a correlation method for all the variables in an input file.
resamplingI	Calculates n permutations of the variable of interest to calculate n different I in order to create the Null distribution.
resamplingLocalI	Calculates n permutations of the variable of interest to calculate n different I in order to create the Null distribution.
rescaleI	Performs the rescale for all the variables in an input file.
saveFile	Saves a report with important statistics to describe the sample.
standardize	Standardize the input vector
standardizedByColumn	Scales a matrix by column.
summaryLocalIVector	Calculates statistic for the received Matrix.
summaryVector	Calculates statistic for the received vector.
transformImageToList	Transforms the image in the object need it to run the analysis.
transformImageToMatrix	Transforms the image to a matrix.