Matching and inverse probability weighting | Program Evaluation
andrewheiss.com
Matching and inverse probability weighting | Program Evaluation
Video walk-through Program background Our goal Load data and libraries DAG and adjustment sets Naive correlation-isn’t-causation estimate Matching Step 1: Preprocess Step 2: Estimation Inverse probability weighting Oversimplified crash course in logistic regression Step 1: Generate propensity scores Step 2: Estimation Results from all the ...
Oct 2, 2020
Perfect Matching Algorithms
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