rectifyIrho {Irescale}

Rectify I using a correlation method for all the variables in an input file.

Description

rescaleI It executes the whole rectifying using theorical R distribution for all the measurements in the csv file.

• 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

rectifyIrho(data, samples = 10000)

Arguments

data

the data frame obtained from loadFile.

samples

number of permutations for the resampling method.

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)
rectifiedI<-rectifyIrho(data,100)