2 papers
stat.ME2025
Causal survival analysis under competing risks using longitudinal modified treatment policies
Iván DÃaz, Katherine L Hoffman, Nima S. Hejazi
Longitudinal modified treatment policies (LMTP) have been recently developed as a novel method to define and estimate causal parameters that depend on the natural value of treatmen…
stat.ME2024
Studying continuous, time-varying, and/or complex exposures using longitudinal modified treatment policies
Katherine L. Hoffman, Diego Salazar-Barreto, Nicholas Williams +2
This tutorial discusses methodology for causal inference using longitudinal modified treatment policies. This method facilitates the mathematical formalization, identification, and…