Topic: The Parametric g-Formula

Positivity Limits and Parametric Extrapolation

Nonlinearities and Interactions in History Models

Marginal Risk Differences and Risk Ratios

Monte Carlo Error and Simulation Size

G-Computation With Treatment-Confounder Feedback

Identification Under Sequential Exchangeability

Factorizing the Longitudinal Data Distribution

Encoding Static Treatment Regimes

Deriving the Longitudinal G-Formula

Diagnostics for Parametric Longitudinal Models