Robust Post-Matching Inference
| Autor: | Jann Spiess, Alberto Abadie |
|---|---|
| Rok vydání: | 2021 |
| Předmět: |
Statistics and Probability
Statistics::Theory Matching (statistics) business.industry Computer science Nonparametric statistics Inference Pattern recognition Regression Statistics::Machine Learning ComputingMethodologies_PATTERNRECOGNITION Statistics::Methodology Preprocessor Observational study Artificial intelligence Statistics Probability and Uncertainty business Balance (ability) |
| Zdroj: | Journal of the American Statistical Association. 117:983-995 |
| ISSN: | 1537-274X 0162-1459 |
| Popis: | Nearest-neighbor matching is a popular nonparametric tool to create balance between treatment and control groups in observational studies. As a preprocessing step before regression, matching reduce... |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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