29 citations · 84 across the 14 of their papers we have counts for
7 papers · 1 filter
Grenander-type Density Estimation under Myerson Regularity
Haitian Xie
This study presents a novel approach to the density estimation of private values from second-price auctions, diverging from the conventional use of smoothing-based estimators. We i…
Nonlinear and Nonseparable Structural Functions in Fuzzy Regression Discontinuity Designs
Haitian Xie
Many empirical examples of regression discontinuity (RD) designs concern a continuous treatment variable, but the theoretical aspects of such models are less studied. This study ex…
Personalized Subsidy Rules
Yu-Chang Chen, Haitian Xie
Subsidies are commonly used to encourage behaviors that can lead to short- or long-term benefits. Typical examples include subsidized job training programs and provisions of preven…
Uniform Convergence Results for the Local Linear Regression Estimation of the Conditional Distribution
Haitian Xie
This paper examines the local linear regression (LLR) estimate of the conditional distribution function . We derive three uniform convergence results: the uniform bias expa…
Finite-Sample Average Bid Auction
Haitian Xie
The paper studies the problem of auction design in a setting where the auctioneer accesses the knowledge of the valuation distribution only through statistical samples. A new frame…
Global Representation of the Conditional LATE Model: A Separability Result
Yu-Chang Chen, Haitian Xie
This paper studies the latent index representation of the conditional LATE model, making explicit the role of covariates in treatment selection. We find that if the directions of t…
Efficient and Robust Estimation of the Generalized LATE Model
Haitian Xie
This paper studies the estimation of causal parameters in the generalized local average treatment effect (GLATE) model, a generalization of the classical LATE model encompassing mu…