Chapter 7 Binary logistic regression

7.1 Introduction

7.2 Odds and odds ratios

7.3 Fitting the binary LR model

7.4 Interactions

7.5 Prediction

7.6 Separation

7.7 Assumptions

7.8 Diagnostics

7.9 Conditional logistic regression for matched data

7.10 Log-binomial regression to estimate a risk ratio

Logistic regression yields the OR, but if you want a RR you can use log-binomial regression (e.g., with cross-sectional or cohort data)

7.11 Writing it up

7.12 Steps of binary logistic regression