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, ...)
data |
A |
response |
Response variable; column in |
... |
Predictor variables; columns in |
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 |
Other bivariate analysis procedures:
blr_segment_dist(),
blr_segment_twoway(),
blr_segment(),
blr_woe_iv_stats(),
blr_woe_iv()
blr_bivariate_analysis(hsb2, honcomp, female, prog, race, schtyp)
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