Marginal Structural Models Articles

Page 1 of 1 (2 articles)

1/15/2021 • EN

Marginal structural models for panel data with GEE and multilevel models

A technical guide on using marginal structural models with GEE and multilevel models in R to handle confounding in panel data.

Causal Inference Gee Marginal Structural Models Multilevel Models R

Andrew Heiss

12/3/2020 • EN

Generating inverse probability weights for marginal structural models with time-series cross-sectional panel data

A technical tutorial on using R and inverse probability weighting to handle time-series panel data for causal inference with marginal structural models.

Causal Inference Inverse Probability Weighting Marginal Structural Models R Tidyverse

Andrew Heiss

Marginal Structural Models Articles

Marginal structural models for panel data with GEE and multilevel models

Generating inverse probability weights for marginal structural models with time-series cross-sectional panel data

Select Language