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Department of Economics


Xiaoxia Shi (史晓霞)

Lowell and Leila Robinson Professor

Working Papers

Publications and Forthcomings

2019 "Semi-Nonparametric Estimation of Random Coefficient Logit Model for Aggregate Demand," (with Zhentong Lu and Jing Tao), Forthcoming at Journal of Econometrics

2019 "Estimating Demand for Differentiated Products with Zeroes in Market Share Data," (with Amit Gandhi and Zhentong Lu), Forthcoming at Quantitative Economics

(2013 version with partial identification)

2023 "Simple Adaptive Size-Exact Testing for Full-vector and Subvector Inference in Moment Inequality Models," (with Gregory Cox), 90(1):201-228, the Review of Economic Studies

2022 "Inference on Estimators defined by Mathematical Programming," (with Yu-Wei Hsieh and Matthew Shum), 226(2):248-268, Journal of Econometrics

2020 "A Uniform Model Selection Test for Semi/Nonparametric Models," (with Zhipeng Liao), Quantitative Economics,11(2020):983-1017

(Supplemental Appendix)

2019 "Testing Generalized Regression Monotonicity," (with Yu-Chin Hsu and Chu-An Liu) Econometric Theory, 35(6):1146-1200

2019 "On the Empirical Content of the Beckerian Marriage Model," (with Jianfei Cao and Matthew Shum), Economic Theory, 67(2):349-362

2019 "An Improved Bootstrap Test of Density Ratio Ordering," (with Brendan K. Beare) Econometrics and Statistics, 10(2019):9-26

(Matlab Code)

2018 "Estimating Semi-parametric Panel Multinomial Choice Models using Cyclic Monotonicity ," (with Matthew Shum and Wei Song), Econometrica, 86(2):737-761

(Supplemental Appendix)

2018 "Can Words Get in the Way? The Effect of Deliberation in Collective Decision-Making," (with Matias Iaryczower and Matt Shum), Journal of Political Economy, 126(2):688-734

2017 "Model Selection Test for Conditional Moment Inequality Models ," (with Yu-Chin Hsu), Econometrics Journal , 20(1):52-85

2017 "Inference Based on Many Conditional Moment Inequalities," (with Donald W. K. Andrews), Journal of Econometrics, 196(2), 275-287

2017 "Stata commands for Testing Conditional Moment Inequalities/Equalities," (with Donald W. K. Andrews and Wooyoung Kim), Stata Journal, 17(1), 56-72

2017 "Inference for functions of partially identified parameters in moment inequality models," (with Ivan A. Canay and Federico A. Bugni), Quantitative Economics, 8(1), 1-38

2015 "Simple Two-Stage Inference for A Class of Partially Identified Models," (with Matthew Shum) Econometric Theory, 31(3), 493-520

2015 "A Nondegenerate Vuong Test," Quantitative Economics, 6(1), 85-121

(ndVuong Matlab and Stata Code) (R-code by Yves Croissant) (Errata)

2015 "Model Selection Test for Nonnested Moment Inequality Models ," Journal of Econometrics, 187 (1), 1-17

(working paper version)

2015 "Specification Tests for Moment Inequality models," (with Federico A. Bugni and Ivan A. Canay), Journal of Econometrics. 185(1),259-282

2014 "Nonparametric Inference Based on Conditional Moment Inequalities," (with Donald Andrews) Journal of Econometrics, 179(1), 31-45.

(working paper version)

2013 "Inference Based on Conditional Moment Inequalities," (with Donald Andrews) Econometrica, 81(2), 609-666.

(slides) (Gauss code for the Monte Carlo) (Supplemental Material) (Stata Implementation)

2012 "Nonlinear Cointegrating Regression under Weak Identification," (with Peter Phillips) Econometric Theory, 28(3), 509-547.

(slides) (working paper version)






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