blr_bivariate_analysis {blorr}

Bivariate analysis

Description

Information value and likelihood ratio chi square test for initial variable/predictor selection. Currently avialable for categorical predictors only.

Usage

blr_bivariate_analysis(data, response, ...)

## Default S3 method:
blr_bivariate_analysis(data, response, ...)

Arguments

data

A tibble or a data.frame.

response

Response variable; column in data.

...

Predictor variables; columns in data.

Value

A tibble with the following columns:

Variable

Variable name

Information Value

Information value

LR Chi Square

Likelihood ratio statisitc

LR DF

Likelihood ratio degrees of freedom

LR p-value

Likelihood ratio p value

See Also

Other bivariate analysis procedures: blr_segment_dist(), blr_segment_twoway(), blr_segment(), blr_woe_iv_stats(), blr_woe_iv()

Examples

blr_bivariate_analysis(hsb2, honcomp, female, prog, race, schtyp)