| rescaleI {Irescale} | R Documentation |
Performs the rescale for all the variables in an input file.
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 |
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)