levelsCollapser {CollapseLevels}

levelsCollapser

Description

This function displays the response rates by the levels of an attribute Levels with similar response rates may be combined

Usage

levelsCollapser(dset, resp = "y", bins = 10)

Arguments

dset

The data frame containing the data set

resp

A character respresenting the name of the binary outcome variable The binary outcome variable may be a factor with two levels or an integer (or numeric ) with two unique values

bins

A number denoting the number of bins.Default value is 10

Value

A list containing the tables of response rate by levels for every attribute

Examples

# Load the German_Credit data set supplied with this package

data("German_Credit")

# Create an empty list

l<-list()

# Call the function as follows

l<-levelsCollapser(German_Credit,resp="Good_Bad",bins=10)

# response rate by levels of the Account_Balance in the German_Credit data

l$Account_Balance

# Collapse levels with similar response percentages.