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This paper presents a method of calculating sharp bounds on the average treatment effect using linear programming under identifying assumptions commonly used in the literature. This new method provides a sensitivity analysis of the identifying assumptions and missing data in an application...
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We study the asymptotic distribution of Tikhonov Regularized estimation of quantile structural effects implied by a … variance. We study the small sample properties via simulation results, and provide an empirical illustration to estimation of …
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theory often provides such shape restrictions. This paper shows that they restrict L(g) to an interval whose upper and lower …
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restrictions, such as monotonicity or convexity, for achieving interval identification of L(g). Economic theory often provides such …
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