Hui Xie

University of Illinois

Assistant Professor

1200 W Harrison St

Chicago, IL 60607

United States

SCHOLARLY PAPERS

12

DOWNLOADS

565

TOTAL CITATIONS

12

Scholarly Papers (12)

1.

Measuring the Impact of Nonignorable Non-Response in Panel Data with Non-Monotone Missingness

Journal of Applied Econometrics, Forthcoming
Number of pages: 53 Posted: 10 Dec 2009
Yi Qian and Hui Xie
Downloads 144 (437,088)

Abstract:

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Generalized Least Square,Generalized Linear Mixed Model, Nonignorability, Sensitivity Analysis

2.

Copula Density Estimation by Total Variation Penalized Likelihood

Communications in Statistics – Simulation and Computation, Vol. 38, pp. 1891-1908, 2009
Number of pages: 18 Posted: 08 Dec 2009
Leming Qu, Yi Qian and Hui Xie
affiliation not provided to SSRN, Northwestern University - Kellogg School of Management and University of Illinois
Downloads 130 (474,684)

Abstract:

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Copula, Dependence modeling, Density estimation, Total variation

3.

Addressing Endogeneity Using a Two-Stage Copula Generated Regressor Approach

NBER Working Paper No. w29708
Number of pages: 111 Posted: 31 Jan 2022 Last Revised: 14 Jun 2023
Fan Yang, Yi Qian and Hui Xie
University of British Columbia (UBC) - Sauder School of Business, University of British Columbia (UBC) and University of Illinois
Downloads 78 (673,892)
Citation 5

Abstract:

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4.

A Semiparametric Approach for Analyzing Nonignorable Missing Data

NBER Working Paper No. w16270
Number of pages: 27 Posted: 24 Aug 2010 Last Revised: 17 Jun 2023
Hui Xie, Yi Qian and Leming Qu
University of Illinois, Northwestern University - Kellogg School of Management and affiliation not provided to SSRN
Downloads 50 (848,993)

Abstract:

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5.

Drive More Effective Data-Based Innovations: Enhancing the Utility of Secure Databases

NBER Working Paper No. w19586
Number of pages: 38 Posted: 25 Oct 2013 Last Revised: 09 Jul 2023
Yi Qian and Hui Xie
Downloads 35 (985,763)

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Investigating the Dynamic Effects of Counterfeits with a Random Changepoint Simultaneous Equation Model

NBER Working Paper No. w16692
Number of pages: 48 Posted: 18 Jan 2011 Last Revised: 10 Feb 2023
Yi Qian and Hui Xie
Downloads 35 (1,011,476)
Citation 1

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Changepoint, Counterfeit, Hierarchical Bayesian, Intellectual Property, Management Strategy, Response Time

7.

A Practical Guide to Endogeneity Correction Using Copulas

NBER Working Paper No. w32231
Number of pages: 113 Posted: 11 Mar 2024
Yi Qian, Anthony Koschmann and Hui Xie
University of British Columbia (UBC), Eastern Michigan University and University of Illinois
Downloads 31 (1,028,255)
Citation 3
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8.

Should Copula Endogeneity Correction Include Generated Regressors for Higher-Order Terms? No, it Hurts

NBER Working Paper No. w29978
Number of pages: 27 Posted: 16 May 2022 Last Revised: 31 May 2023
Yi Qian, Hui Xie and Anthony Koschmann
University of British Columbia (UBC), University of Illinois and Eastern Michigan University
Downloads 22 (1,134,815)

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9.

Simplifying Bias Correction for Selective Sampling: A Unified Distribution-Free Approach to Handling Endogenously Selected Samples

NBER Working Paper No. w28801
Number of pages: 51 Posted: 18 May 2021 Last Revised: 25 Mar 2022
Yi Qian and Hui Xie
University of British Columbia (UBC) and University of Illinois
Downloads 18 (1,184,116)
Citation 3

Abstract:

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10.

Handling Endogenous Marketing Mix Regressors in Correlated Heterogeneous Panels with Copula Augmented Mean Group Estimation

NBER Working Paper No. w33265
Number of pages: 71 Posted: 26 Dec 2024
Liying Yang, Yi Qian and Hui Xie
University of British Columbia (UBC), University of British Columbia (UBC) and University of Illinois
Downloads 17 (1,196,552)

Abstract:

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11.

Correcting Endogeneity Via Instrument-Free Two-Stage Nonparametric Copula Control Functions

NBER Working Paper No. w33607
Number of pages: 41 Posted: 25 Mar 2025
Xixi Hu, Yi Qian and Hui Xie
University of British Columbia (UBC), University of British Columbia (UBC) and University of Illinois
Downloads 5 (1,313,761)
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CRM, Hierarchical Bayesian, Individual Marketing, Marketing Mix Variable