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Empirical likelihood in causal inference

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Semiparametric estimation of first-price auction models

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Generalized covariance estimator

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Estimation based on nearest neighbor matching : from density ratio to average treatment effect

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Doubly robust uniform confidence band for the conditional average treatment effect function

Lee, Sokbae; Okui, Ryo; Wang, Yoon-Jae - 2016 - This version: January 2016

In this paper, we propose a doubly robust method to present the heterogeneity of the average treatment effect with respect to observed covariates of interest. We consider a situation where a large number of covariates are needed for identifying the average treatment effect but the covariates of...

Persistent link: https://www.econbiz.de/10011412143

Doubly robust uniform confidence band for the conditional average treatment effect function

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Efficient estimation of data combination models by the method of auxiliary-to-study tilting (AST)

Graham, Bryan S.; Pinto, Cristine Campos de Xavier; … - In: Journal of business & economic statistics : JBES ; a … 34 (2016) 2, pp. 288-301

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