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Zheng Zhang
Zheng Zhang
Associate Professor (with tenure), Institute of Statistics & Big Data, Renmin University of China
Verified email at ruc.edu.cn - Homepage
Title
Cited by
Cited by
Year
Globally efficient non-parametric inference of average treatment effects by empirical balancing calibration weighting
KCG Chan, SCP Yam, Z Zhang
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2016
2252016
Well-posedness of mean-field type forward–backward stochastic differential equations
A Bensoussan, SCP Yam, Z Zhang
Stochastic Processes and their Applications 125 (9), 3327-3354, 2015
662015
A Unified Framework for Efficient Estimation of General Treatment Models
C Ai, O Linton, K Motegi, Z Zhang
Quantitative Economics 12 (3), 779-816, 2021
292021
A simple and efficient estimation method for models with nonignorable missing data
C Ai, O Linton, Z Zhang
Statistica Sinica 30, 1949-1970, 2020
212020
A Mann–Whitney test of distributional effects in a multivalued treatment
C Ai, L Huang, Z Zhang
Journal of Statistical Planning and Inference 209, 85-100, 2020
152020
Estimation and inference for the counterfactual distribution and quantile functions in continuous treatment models
C Ai, O Linton, Z Zhang
Journal of Econometrics 228 (1), 39-61, 2022
142022
Copula-based regression models with data missing at random
S Hamori, K Motegi, Z Zhang
Journal of Multivariate Analysis 180, 104654, 2020
122020
Calibration estimation of semiparametric copula models with data missing at random
S Hamori, K Motegi, Z Zhang
Journal of Multivariate Analysis 173, 85-109, 2019
112019
Casual inference of general treatment effects using neural networks with a diverging number of confounders
X Chen, Y Liu, S Ma, Z Zhang
Journal of Econometrics 238 (1), 2024
82024
A Unified Framework for Specification Tests of Continuous Treatment Effect Models
W Huang, O Linton, Z Zhang
Journal of Business & Economic Statistics 40 (4), 1817-1830, 2022
72022
Testing unconditional and conditional independence via mutual information
C Ai, LH Sun, Z Zhang, L Zhu
Journal of Econometrics, 105335, 2022
62022
Efficient nonparametric estimation of causal mediation effects
KCG Chan, K Imai, SCP Yam, Z Zhang
Working paper, 2016
62016
Enlargement of filtration on Poisson space: A Malliavin calculus approach
JA Wright, SCP Yam, Z Zhang
Stochastics 90 (5), 682-700, 2018
42018
A Simple and Efficient Estimation of Average Treatment Effects in Models with Unmeasured Confounders
C Ai, L Huang, Z Zhang
Statistica Sinica 32 (3), 2022
32022
Nonparametric Estimation of the Continuous Treatment Effect with Measurement Error
W Huang, Z Zhang
Journal of the Royal Statistical Society. Series B, Statistical Methodology, 2023
22023
Portfolio Optimization with Delay Factor Models
SJ Sheu, LH Sun, Z Zhang
Working paper, 2018
22018
Non-parametric Estimation and Uniform Inference of General Treatment Models
C Ai, X Chen, W Huang, Z Zhang
Working Paper, 2023
12023
Causal Effect of Functional Treatment
R Tan, W Huang, Z Zhang, G Yin
arXiv preprint arXiv:2210.00242, 2022
12022
Poisson discretizations of Wiener functionals and Malliavin operators with Wasserstein estimates
N Privault, SCP Yam, Z Zhang
Stochastic Processes and their Applications 129 (9), 3376-3405, 2019
12019
Supplemental Material for “A Unified Framework for Efficient Estimation of General Treatment Models”
C Ai, O Linton, K Motegi, Z Zhang
Technical report, University of Florida, 2019
12019
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