Zheng Zhang

Renmin University of China - Institute of Statistics and Big Data

Beijing

China

  • Renmin University of China - Institute of Statistics and Big Data

SCHOLARLY PAPERS

5

DOWNLOADS

797

TOTAL CITATIONS

4

Scholarly Papers (5)

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1.

Efficient Estimation of Treatment Effects using Neural Networks with A Diverging Number of Confounders

Downloads 275 (241,174)

Efficient Estimation of Treatment Effects using Neural Networks with A Diverging Number of Confounders

Number of pages: 46 Posted: 04 Nov 2020
Xiaohong Chen, Ying Liu, Shujie Ma and Zheng Zhang
Yale University - Cowles Foundation, affiliation not provided to SSRN, University of California, Riverside (UCR) and Renmin University of China - Institute of Statistics and Big Data
Downloads 100 (586,294)

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Treatment effects, Propensity score, Artificial neural networks, Semiparametric efficiency

Efficient Estimation of Treatment Effects using Neural Networks with A Diverging Number of Confounders

Number of pages: 46 Posted: 04 Nov 2020
Xiaohong Chen, Ying Liu, Shujie Ma and Zheng Zhang
Yale University - Cowles Foundation, University of California, Riverside (UCR), University of California, Riverside (UCR) and Renmin University of China - Institute of Statistics and Big Data
Downloads 73 (713,662)

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Treatment effects, Propensity score, Artificial neural networks, Semiparametric efficiency

Efficient Estimation of Treatment Effects using Neural Networks with A Diverging Number of Confounders

Number of pages: 46 Posted: 04 Nov 2020
Xiaohong Chen, Ying, Shujie Ma and Zheng Zhang
Yale University - Cowles Foundation, affiliation not provided to SSRN, University of California, Riverside (UCR) and Renmin University of China - Institute of Statistics and Big Data
Downloads 66 (755,589)

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Treatment effects, Propensity score, Artificial neural networks, Semiparametric efficiency

Efficient Estimation of Treatment Effects Using Neural Networks with a Diverging Number of Confounders

Number of pages: 46 Posted: 04 Nov 2020
Xiaohong Chen, Ying, Shujie Ma and Zheng Zhang
Yale University - Cowles Foundation, University of California, Riverside (UCR), University of California, Riverside (UCR) and Renmin University of China - Institute of Statistics and Big Data
Downloads 36 (1,007,200)

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Treatment effects, Propensity score, Artificial neural networks, Semiparametric efficiency

2.

A Mann-Whitney Test of Distributional Effects in A Multivalued Treatment

Number of pages: 60 Posted: 30 May 2019 Last Revised: 28 Sep 2020
Chunrong Ai, Lukang Huang and Zheng Zhang
The Chinese University of Hong Kong, Shenzhen, Renmin University of China - Institute of Statistics and Big Data and Renmin University of China - Institute of Statistics and Big Data
Downloads 201 (327,692)

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Counterfactual Distribution, Distributional Treatment Effects, Efficiency Bounds, Mann- Whitney Statistics

3.

A Simple and Efficient Estimation Method for Models with Nonignorable Missing Data

Number of pages: 51 Posted: 16 Jan 2018
Chunrong Ai, Oliver B. Linton and Zheng Zhang
University of Florida - Warrington College of Business Administration - Department of Economics, University of Cambridge and Renmin University of China - Institute of Statistics and Big Data
Downloads 152 (419,943)
Citation 2

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Nonignorable nonresponse, Generalized method of moments, Semiparametric efficiency

4.

Copula-Based Regression Models With Data Missing at Random

Number of pages: 46 Posted: 10 Jul 2019 Last Revised: 23 Mar 2020
Shigeyuki Hamori, Kaiji Motegi and Zheng Zhang
Kobe University, Japan, Kobe University - Graduate School of Economics and Renmin University of China - Institute of Statistics and Big Data
Downloads 94 (604,888)

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calibration estimation, generalized regression model, missing at random, semiparametric copula

5.

Calibration Estimation of Semiparametric Copula Models with Data Missing at Random

Number of pages: 51 Posted: 05 Sep 2017 Last Revised: 08 Dec 2018
Shigeyuki Hamori, Kaiji Motegi and Zheng Zhang
Kobe University, Japan, Kobe University - Graduate School of Economics and Renmin University of China - Institute of Statistics and Big Data
Downloads 75 (692,409)
Citation 2

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calibration estimation, covariate balancing, missing at random (MAR), semiparametric copula model