| 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 | 251 | 2016 |
| 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 | 78 | 2015 |
| 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 | 29 | 2021 |
| A simple and efficient estimation method for models with nonignorable missing data C Ai, O Linton, Z Zhang Statistica Sinica 30, 1949-1970, 2020 | 23 | 2020 |
| 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 | 20 | 2022 |
| 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 | 17 | 2020 |
| Copula-based regression models with data missing at random S Hamori, K Motegi, Z Zhang Journal of Multivariate Analysis 180, 104654, 2020 | 15 | 2020 |
| 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 | 12 | 2024 |
| 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 | 12 | 2019 |
| 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 | 8 | 2022 |
| Testing unconditional and conditional independence via mutual information C Ai, LH Sun, Z Zhang, L Zhu Journal of Econometrics 240 (2), 105335, 2024 | 7 | 2024 |
| Efficient nonparametric estimation of causal mediation effects KCG Chan, K Imai, SCP Yam, Z Zhang Working paper, 2016 | 7 | 2016 |
| 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 | 5 | 2023 |
| Causal effect of functional treatment R Tan, W Huang, Z Zhang, G Yin arXiv preprint arXiv:2210.00242, 2022 | 5 | 2022 |
| 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 | 4 | 2022 |
| Portfolio Optimization with Delay Factor Models SJ Sheu, LH Sun, Z Zhang Working paper, 2018 | 4 | 2018 |
| Enlargement of filtration on Poisson space: A Malliavin calculus approach JA Wright, SCP Yam, Z Zhang Stochastics 90 (5), 682-700, 2018 | 3 | 2018 |
| Nonparametric Estimation of Mediation Effects with A General Treatment L Huang, W Huang, O Linton, Z Zhang Econometric Reviews, 2024 | 2 | 2024 |
| 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 | 1 | 2019 |
| 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 | 1 | 2019 |
Chunrong AiThe Chinese University of Hong Kong, ShenzhenVerified email at cuhk.edu.cn
