E-book Table of Contents
Multinomial Logistic Regression
Multinomial logistic regression with Python: A comparison of two methods and two ways to evaluate model coefficients
Probit and Complementary Log-Log Models for Binary Regression
A comparison of Logit, Probit and Complementary Log-Log Functions in Regression with a Binary Dependent Variable
Binary Logistic Regression
A discussion about how to fit, evaluate and interpret binary logistic regression models with Sci-Kit Learn in Python.