blr_test_hosmer_lemeshow {blorr}

Hosmer lemeshow test

Description

Hosmer lemeshow goodness of fit test.

Usage

blr_test_hosmer_lemeshow(model, data = NULL)

Arguments

model

An object of class glm.

data

a tibble or data.frame.

References

Hosmer, D.W., Jr., & Lemeshow, S. (2000), Applied logistic regression(2nd ed.). New York: John Wiley & Sons.

See Also

Other model validation techniques: blr_confusion_matrix(), blr_decile_capture_rate(), blr_decile_lift_chart(), blr_gains_table(), blr_gini_index(), blr_ks_chart(), blr_lorenz_curve(), blr_roc_curve()

Examples

model <- glm(honcomp ~ female + read + science, data = hsb2,
             family = binomial(link = 'logit'))

blr_test_hosmer_lemeshow(model)