Inverse Probability Weighting Articles

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12/18/2021 • EN

How to use Bayesian propensity scores and inverse probability weights

Explores the challenges and a proposed method for combining Bayesian inference with propensity scores and inverse probability weights for causal analysis.

Bayesian Statistics Brm Causal Inference Inverse Probability Weighting Propensity Scores

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

12/1/2020 • EN

Generating inverse probability weights for both binary and continuous treatments

A tutorial on using R to calculate inverse probability weights for causal inference with both binary and continuous treatment variables.

Causal Inference Dag Econometrics Inverse Probability Weighting R

Andrew Heiss

Inverse Probability Weighting Articles

How to use Bayesian propensity scores and inverse probability weights

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

Generating inverse probability weights for both binary and continuous treatments

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