Performs the likelihood ratio test for full and reduced model.
blr_test_lr(full_model, reduced_model) # S3 method for default blr_test_lr(full_model, reduced_model)
full_model | An object of class |
---|---|
reduced_model | An object of class |
Two tibbles with model information and test results.
Other model fit statistics:
blr_model_fit_stats()
,
blr_multi_model_fit_stats()
,
blr_pairs()
,
blr_rsq_adj_count()
,
blr_rsq_cox_snell()
,
blr_rsq_effron()
,
blr_rsq_mcfadden_adj()
,
blr_rsq_mckelvey_zavoina()
,
blr_rsq_nagelkerke()
# compare full model with intercept only model # full model model_1 <- glm(honcomp ~ female + read + science, data = hsb2, family = binomial(link = 'logit')) blr_test_lr(model_1) # compare full model with nested model # nested model model_2 <- glm(honcomp ~ female + read, data = hsb2, family = binomial(link = 'logit')) blr_test_lr(model_1, model_2)