NumericalTable: Cross Table of Numerical Covariates
In Then-Terence/LXR: Concise exploratory data analysis

Description Usage Arguments Examples

View source: R/NumericalTable.R

This function generates a data.table tabulating the different ranges of a continuous covariate and the corresponding probabilities of the binary dependent variable taking the value of 1.

NumericalTable(
  Target,
  Covariate,
  DT,
  NumberOfBins = 5,
  UseCustomIntervals = F,
  CustomIntervals = NULL,
  UseLogit = T
)

`Target`	The name of binary target to be predicted.
`Covariate`	The name of the covariate.
`DT`	A data.table containing both the target and covariate.
`NumberOfBins`	Number of bins the numerical value to be broken into.
`UseCustomIntervals`	Allowing a custom set of values to be used for binning.
`CustomIntervals`	The numerical values of the break points.
`UseLogit`	If the value is TRUE, Log Odds will be generated. Otherwise, a set of score derived from Log Odds, scaled from 0 to 100, will be generated.