Multilevel Models Articles

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12/1/2021 • EN

A technical guide on using Bayesian multilevel models with R and brms to analyze country-year panel (time-series cross-sectional) data.

Bayesian Statistics Brm Multilevel Models Panel Data R

11/10/2021 • EN

A technical guide on calculating posterior predictions and average marginal effects for multilevel Bayesian models using R and brms.

Bayesian Statistics Brm Marginal Effects Multilevel Models Posterior Predictions

1/15/2021 • EN

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

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