Xiaohua Zhou
17 catalog papers. Identity-linked publications and additional name matches are distinguished below.
ORCID: 0000-0001-7935-1222
Peking University Chongqing Big Data Research Institute
Publications
- Cooperative differential network learning with hub detection for multicenter neuroimaging data — The Annals of Applied Statistics 2025 (name-matched, not ORCID-linked)
- Simultaneous adjustment of nonignorable verification bias and imperfect gold standard bias in diagnostic test studies, with an application to Alzheimer’s disease detection — The Annals of Applied Statistics 2025
- Unveiling the Unobservable: Causal Inference on Multiple Derived Outcomes — Journal of the American Statistical Association 2024
- Identifying Effects of Multiple Treatments in the Presence of Unmeasured Confounding — Journal of the American Statistical Association 2023
- Inference on Multi-level Partial Correlations Based on Multi-subject Time Series Data — Journal of the American Statistical Association 2022
- Estimation of Optimal Individualized Treatment Rules Using a Covariate-Specific Treatment Effect Curve With High-Dimensional Covariates — Journal of the American Statistical Association 2021
- Inference of heterogeneous treatment effects using observational data with high-dimensional covariates — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2021
- Biomarker assessment and combination with differential covariate effects and an unknown gold standard, with an application to Alzheimer’s disease — The Annals of Applied Statistics 2018
- Editorial — Review of Finance 2017
- Identification and estimation of causal effects with outcomes truncated by death — Biometrika 2017
- Causal analysis of ordinal treatments and binary outcomes under truncation by death — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2017
- Causal mediation analysis in the multilevel intervention and multicomponent mediator case — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2015
- Composite quantile regression for the receiver operating characteristic curve — Biometrika 2013
- Identifiability and Estimation of Causal Effects by Principal Stratification With Outcomes Truncated by Death — Journal of the American Statistical Association 2011
- Estimation of the retransformed conditional mean in health care cost studies — Biometrika 2010
- Non-parametric heteroscedastic transformation regression models for skewed data with an application to health care costs — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2008
- Nonparametric estimation of component distributions in a multivariate mixture — The Annals of Statistics 2003