Estimation based on nearest neighbor matching : from density ratio to average treatment effect
Year of publication: |
2023
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Authors: | Lin, Zhexiao ; Ding, Peng ; Han, Fang |
Published in: |
Econometrica : journal of the Econometric Society, an international society for the advancement of economic theory in its relation to statistics and mathematics. - Chichester : Wiley-Blackwell, ISSN 1468-0262, ZDB-ID 1477253-X. - Vol. 91.2023, 6, p. 2187-2217
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Subject: | double machine learning | double robustness | Graph-based statistics | propensity score | stochastic geometry | Schätztheorie | Estimation theory | Kausalanalyse | Causality analysis | Künstliche Intelligenz | Artificial intelligence | Nichtparametrisches Verfahren | Nonparametric statistics | Statistische Methode | Statistical method | Statistische Verteilung | Statistical distribution | Robustes Verfahren | Robust statistics | Matching |
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