rescaleI: Performs the rescale for all the variables in an input file.

In Irescale: Calculate and Rectify Moran's I

Description

rescaleI It executes the whole analysis for all the measurements in the field.

• It plots the histogram with the theorical distribution.

• It plots the convexHull for each variable.

• It calcualtes the area and centroid of the convex hull for each variable.

• It calculates the I and rescale it for every variable.

• It returns an object with the computations.

Usage

rescaleI(data, samples = 10000, scalingUpTo = "Quantile", sd = 1)

Arguments

data	the data frame obtained from loadFile.
samples	number of permutations for the resampling method.
scalingUpTo	the rescaling could be done up to the 0.01% and 99.99% quantile or max and min values. The two possible options are: "MaxMin", or "Quantile". The default value for this parameter is "Quantile"
sd	this represents upto which standard deviation you want to scale I

Value

An object with I, rescaleI and statistic summary for the inputs without scaling, the same statistics after scaling them, the p-value and the convexhull information

Examples

fileInput <- system.file("testdata", "chen.csv", package="Irescale")
data <- loadFile(fileInput)
scaledI<-rescaleI(data,100)

Irescale documentation built on Nov. 22, 2019, 1:07 a.m.