Hosmer lemeshow test
Hosmer lemeshow goodness of fit test.
blr_test_hosmer_lemeshow(model, data = NULL)
model
: An object of class glm
.data
: a tibble
or data.frame
.model <- glm(honcomp ~ female + read + science, data = hsb2, family = binomial(link = 'logit')) blr_test_hosmer_lemeshow(model)
Hosmer, D.W., Jr., & Lemeshow, S. (2000), Applied logistic regression(2nd ed.). New York: John Wiley & Sons.
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()
Useful links