Heping Zhang
45 catalog papers. Identity-linked publications and additional name matches are distinguished below.
ORCID: 0000-0002-0688-4076
Department of Biostatistics, Yale University
Publications
- Regionalization of China’s PM2.5: A robust functional spatial clustering with angular depth — The Annals of Applied Statistics 2026
- Studentized tests of independence: Random-lifter approach — The Annals of Statistics 2025 (name-matched, not ORCID-linked)
- A Unified Framework for Residual Diagnostics in Generalized Linear Models and Beyond — Journal of the American Statistical Association 2025
- Identifying Genetic Variants for Brain Connectivity Using Ball Covariance Ranking and Aggregation — Journal of the American Statistical Association 2025
- Optimal and Safe Estimation for High-Dimensional Semi-Supervised Learning — Journal of the American Statistical Association 2024
- Heterogeneity Analysis on Multi-State Brain Functional Connectivity and Adolescent Neurocognition — Journal of the American Statistical Association 2024
- Tensor quantile regression with low-rank tensor train estimation — The Annals of Applied Statistics 2024
- An integrative network-based mediation model (NMM) to estimate multiple genetic effects on outcomes mediated by functional connectivity — The Annals of Applied Statistics 2024
- Nonparametric Statistical Inference via Metric Distribution Function in Metric Spaces — Journal of the American Statistical Association 2024
- Nonparametric Two-Sample Tests of High Dimensional Mean Vectors via Random Integration — Journal of the American Statistical Association 2024
- Modeling Pregnancy Outcomes Through Sequentially Nested Regression Models — Journal of the American Statistical Association 2022
- Tensor quantile regression with application to association between neuroimages and human intelligence — The Annals of Applied Statistics 2021
- Targeted Inference Involving High-Dimensional Data Using Nuisance Penalized Regression — Journal of the American Statistical Association 2021
- Brain Regions Identified as Being Associated With Verbal Reasoning Through the Use of Imaging Regression via Internal Variation — Journal of the American Statistical Association 2021
- Ball Covariance: A Generic Measure of Dependence in Banach Space — Journal of the American Statistical Association 2020
- Residuals and Diagnostics for Ordinal Regression Models: A Surrogate Approach — Journal of the American Statistical Association 2018
- Ball Divergence: Nonparametric two sample test — The Annals of Statistics 2018
- Modeling hybrid traits for comorbidity and genetic studies of alcohol and nicotine co-dependence — The Annals of Applied Statistics 2018
- Variable Selection With Prior Information for Generalized Linear Models via the Prior LASSO Method — Journal of the American Statistical Association 2016
- The screening and ranking algorithm for change-points detection in multiple samples — The Annals of Applied Statistics 2016
- Conditional Distance Correlation — Journal of the American Statistical Association 2015
- Identifying Genetic Variants for Addiction via Propensity Score Adjusted Generalized Kendall’s Tau — Journal of the American Statistical Association 2014
- Robust Variable Selection With Exponential Squared Loss — Journal of the American Statistical Association 2013
- The screening and ranking algorithm to detect DNA copy number variations — The Annals of Applied Statistics 2012
- Nonparametric Covariate-Adjusted Association Tests Based on the Generalized Kendall's Tau — Journal of the American Statistical Association 2012
- An Association Test for Multiple Traits Based on the Generalized Kendall’s Tau — Journal of the American Statistical Association 2010
- Diagnostic measures for empirical likelihood of general estimating equations — Biometrika 2008
- Joint Modeling of Time Series Measures and Recurrent Events and Analysis of the Effects of Air Quality on Respiratory Symptoms — Journal of the American Statistical Association 2008
- Perturbation selection and influence measures in local influence analysis — The Annals of Statistics 2007
- Statistical Analysis of Diffusion Tensors in Diffusion-Weighted Magnetic Resonance Imaging Data — Journal of the American Statistical Association 2007
- Rejoinder — Journal of the American Statistical Association 2007
- Generalized score test of homogeneity for mixed effects models — The Annals of Statistics 2006
- Comment — Journal of the American Statistical Association 2005
- Hypothesis testing in mixture regression models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2004
- A diagnostic procedure based on local influence — Biometrika 2004
- Identification of Linear Directions in Multivariate Adaptive Spline Models — Journal of the American Statistical Association 2003
- A Latent Variable Model of Segregation Analysis for Ordinal Traits — Journal of the American Statistical Association 2003
- Classification Trees for Multiple Binary Responses — Journal of the American Statistical Association 1998
- Comment — Journal of the American Statistical Association 1998
- Confidence Regions in Linear Functional Relationships — The Annals of Statistics 1994
- The Expected Number of Local Maxima of a Random Field and the Volume of Tubes — The Annals of Statistics 1993
- Confidence regions in semilinear regression — Biometrika 1991
- Genetically Informed Brain Parcellation Through Structured Multi-Task Modeling — Journal of the American Statistical Association
- Reconstruct Ising Model with Global Optimality via SLIDE* — Journal of the American Statistical Association
- Ball Impurity: Measuring Heterogeneity in General Metric Spaces — Journal of the American Statistical Association