makeDataFrameDistributionConversor: Applies redistribution to a dataframe

In danielfm123/dftools: Data Science Tools

Description

Make distribution from columns of a data frame and passes every one to other distribution by equaling the probabilities of a quantile.

Usage

makeDataFrameDistributionConversor(dataset,
columns = colnames(dataset),
objectiveDistribution = qnorm,
...)

Arguments

dataset	dataframe with the columns of data samples to make a distribution of.
columns	character vector with the names of the columns to make a distribution of.
objectiveDistribution	Quantile function of the distribution to convert in (qnorm,qexp,qunif,...)
...	parameters to pass to objectiveDistribution.

Details

This function bassically apply makeDistributionConversor() to selected columns.

Value

Returns a function that recieve a data frame and returns a data frame with the selected column converted to columns that share the same cumulative probability in the objective distribution for every row.

Author(s)

Daniel Fischer

See Also

makeDistributionConversor documentation from this package.

danielfm123/dftools documentation built on July 17, 2021, 1 p.m.