RESEARCH
Publications:
"Semi-Nonparametric Estimation of Random Coefficients Logit Model for Aggregate Demand," with Zhentong Lu and Xiaoxia Shi, Journal of Econometrics, 235 (2023): 2245-2265.
"Partial Identification and Inference in Moment Models with Incomplete Data," with Yanqin Fan and Xuetao Shi, Journal of Econometrics, 235 (2023): 418-443.
"Inference of Heterogeneous Treatment Effects Using Observational Data with High-Dimensional Covariates," with Yumou Qiu and Xiaohua Zhou, Journal of the Royal Statistical Society: Series B, 83 (2021): 1016-1043.
"Empirical Likelihood Ratio Tests of Conditional Moment Restrictions with Unknown Functions," Journal of Business and Economic Statistics, 39 (2021): 282-293.
"Inference for High-dimensional Instrumental Variables Regression," with Johannes Lederer and David Gold, Journal of Econometrics, 217 (2020): 79-111.
Working Papers:
"Estimation and Inference for Partially Linear Models with Estimated Outcomes Using High-Dimensional Data," with Sida Peng and Ning Yang.
"Estimation and Inference of Semiparametric Single-Index Models with High-Dimensional Covariates," with Ruixuan Liu, revision requested by Journal of Business and Economic Statistics.
"Uniform Inference for Local Conditional Quantile Treatment Effect Curve with High-Dimensional Covariates," with Yumou Qiu and Xintao Xia.
"High-Dimensional Tail Index Regression: with An Application to Text Analyses of Viral Posts in Social Media," with Yuya Sasaki and Yulong Wang
"Flexible Estimation of Differentiated Product Demand Models Using Aggregate Data", with Amit Gandhi and Aviv Nevo.
"Model Selection and Model Averaging in Nonparametric Instrumental Variables Models," with Chu-An Liu.