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Zhichao Jiang
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Year
Causal inference
K Kuang, L Li, Z Geng, L Xu, K Zhang, B Liao, H Huang, P Ding, W Miao, ...
Engineering 6 (3), 253-263, 2020
1102020
When is the difference method conservative for assessing mediation?
Z Jiang, TJ VanderWeele
American journal of epidemiology 182 (2), 105-108, 2015
632015
Causal inference with interference and noncompliance in two-stage randomized experiments
K Imai, Z Jiang, A Malani
Journal of the American Statistical Association 116 (534), 632-644, 2021
572021
Principal fairness for human and algorithmic decision-making
K Imai, Z Jiang
Statistical Science 38 (2), 317-328, 2023
442023
Safe policy learning through extrapolation: Application to pre-trial risk assessment
E Ben-Michael, DJ Greiner, K Imai, Z Jiang
arXiv preprint arXiv:2109.11679, 2021
382021
Experimental evaluation of algorithm-assisted human decision-making: Application to pretrial public safety assessment
K Imai, Z Jiang, DJ Greiner, R Halen, S Shin
Journal of the Royal Statistical Society Series A: Statistics in Society 186 …, 2023
372023
Multiply robust estimation of causal effects under principal ignorability
Z Jiang, S Yang, P Ding
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2022
302022
Policy learning with asymmetric utilities
E Ben-Michael, K Imai, Z Jiang
arXiv preprint arXiv:2206.10479, 2022
302022
Principal causal effect identification and surrogate end point evaluation by multiple trials
Z Jiang, P Ding, Z Geng
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2016
302016
Measurement errors in the binary instrumental variable model
Z Jiang, P Ding
Biometrika 107 (1), 238-245, 2020
212020
Comment: The challenges of multiple causes
K Imai, Z Jiang
Journal of the American Statistical Association 114 (528), 1605-1610, 2019
20*2019
Identification of causal effects within principal strata using auxiliary variables
Z Jiang, P Ding
Statistical Science 36 (4), 493-508, 2021
192021
The directions of selection bias
Z Jiang, P Ding
Statistics & Probability Letters 125, 104-109, 2017
142017
Statistical inference and power analysis for direct and spillover effects in two‐stage randomized experiments
Z Jiang, K Imai, A Malani
Biometrics 79 (3), 2370-2381, 2023
102023
Using missing types to improve partial identification with application to a study of HIV prevalence in Malawi
Z Jiang, P Ding
The Annals of Applied Statistics 12 (3), 1831-1852, 2018
92018
Robust modeling using non-elliptically contoured multivariate t distributions
Z Jiang, P Ding
Journal of Statistical Planning and Inference 177, 50-63, 2016
82016
Identification and sensitivity analysis of contagion effects in randomized placebo-controlled trials
K Imai, Z Jiang
Journal of the Royal Statistical Society Series A: Statistics in Society 183 …, 2020
72020
Qualitative evaluation of associations by the transitivity of the association signs
Z Jiang, P Ding, Z Geng
Statistica Sinica, 1065-1079, 2015
62015
Causal mediation analysis in the presence of a mismeasured outcome
Z Jiang, TJ VanderWeele
Epidemiology 26 (1), e8-e9, 2015
62015
Monotone confounding, monotone treatment selection and monotone treatment response
Z Jiang, Y Chiba, TJ VanderWeele
Journal of causal inference 2 (1), 1-12, 2014
62014
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Articles 1–20