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Interpretable Almost-Exact Matching for Causal Inference
Matching methods are heavily used in the social and health sciences due to their interpretability. We aim to create the highest possible quality of treatment-control matches for categorical data in the potential outcomes framework. The method proposed in this work aims to match units on a weighted H...
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| 發表在: | Proc Mach Learn Res |
|---|---|
| Main Authors: | , , , , |
| 格式: | Artigo |
| 語言: | Inglês |
| 出版: |
2019
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| 主題: | |
| 在線閱讀: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6563929/ https://ncbi.nlm.nih.gov/pubmed/31198908 |
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