A unified framework for efficient estimation of general treatment models

This paper presents a weighted optimization framework that unifies the binary, multivalued, and continuous treatment - as well as mixture of discrete and continuous treatment - under a unconfounded treatment assignment. With a general loss function, the framework includes the average, quantile, and...

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Veröffentlicht in:Quantitative economics 2021-07, Vol.12 (3), p.779-816
Hauptverfasser: Ai, Chunrong, Linton, Oliver, Motegi, Kaiji, Zhang, Zheng
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Sprache:eng
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