Conditional Logistic Regression for Matched Data

Explain why standard (unconditional) logistic regression can produce biased estimates in matched study designs.

Relate the McNemar test to a simple conditional logistic regression model.

Describe how conditional logistic regression uses a conditional likelihood to eliminate nuisance parameters.

Fit a conditional logistic regression model to a matched case-control dataset and interpret the resulting coefficients.