Topic: Structural Nested Models and g-Estimation

Worked Example of a Two-Decision Additive SNMM

Worked Example of Continuous-Dose G-Estimation

Worked Example of Failure-Time G-Estimation

Treatment-Residual Instruments for G-Estimation

Structural Nested Mean Models and Blip Functions

Structural Nested Failure-Time Models and Acceleration Factors

Right-Censoring Adjustments in Failure-Time G-Estimation

Sensitivity to Treatment-Model Misspecification

Sequential Blip-Down for Counterfactual Outcomes

Recursive Parameterization of Longitudinal Treatment Effects