blr_bivariate_analysis function

Bivariate analysis

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

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.

Returns

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

Examples

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

See Also

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