Guosheng Yin
29 catalog papers. Identity-linked publications and additional name matches are distinguished below.
ORCID: 0000-0003-3276-1392
Department of Statistics and Actuarial Science, The University of Hong Kong , Hong Kong
Publications
- Causal Effect of Functional Treatment — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
- Normalized area above quantile: An alternative measure to restricted mean survival time — The Annals of Applied Statistics 2025
- Efficient estimation for functional accelerated failure time models — Biometrika 2025
- Hierarchical and Stochastic Crystallization Learning: Geometrically Leveraged Nonparametric Regression with Delaunay Triangulation — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
- Jiaqi Gu and Guosheng Yin’s contribution to the Discussion of ‘Martingale Posterior Distributions’ by Fong, Holmes and Walker — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2023
- Bayesian hierarchical random-effects meta-analysis and design of phase I clinical trials — The Annals of Applied Statistics 2022
- Functional Censored Quantile Regression — Journal of the American Statistical Association 2020
- Functional Martingale Residual Process for High-Dimensional Cox Regression with Model Averaging — Journal of Machine Learning Research 2020 (name-matched, not ORCID-linked)
- Change-point detection in multinomial data with a large number of categories — The Annals of Statistics 2018
- Bootstrap aggregating continual reassessment method for dose finding in drug-combination trials — The Annals of Applied Statistics 2016
- Outlier detection for high-dimensional data — Biometrika 2015
- Smoothed and Corrected Score Approach to Censored Quantile Regression With Measurement Errors — Journal of the American Statistical Association 2015
- Conditional quantile screening in ultrahigh-dimensional heterogeneous data — Biometrika 2015
- Nonparametric maximum likelihood approach to multiple change-point problems — The Annals of Statistics 2014
- Bayesian data augmentation dose finding with continual reassessment method and delayed toxicity — The Annals of Applied Statistics 2013
- Cure Rate Quantile Regression for Censored Data With a Survival Fraction — Journal of the American Statistical Association 2013
- Robust EM Continual Reassessment Method in Oncology Dose Finding — Journal of the American Statistical Association 2011
- Generalized method of moments estimation for linear regression with clustered failure time data — Biometrika 2009
- Bayesian Model Averaging Continual Reassessment Method in Phase I Clinical Trials — Journal of the American Statistical Association 2009
- ‘Generalized method of moments estimation for linear regression with clustered failure time data’ — Biometrika 2009
- Cure Rate Model With Mismeasured Covariates Under Transformation — Journal of the American Statistical Association 2008
- Corrections — Journal of the American Statistical Association 2008
- Power-Transformed Linear Quantile Regression With Censored Data — Journal of the American Statistical Association 2008
- Partially Linear Additive Hazards Regression With Varying Coefficients — Journal of the American Statistical Association 2008
- Semiparametric Transformation Models for Survival Data With a Cure Fraction — Journal of the American Statistical Association 2006
- Maximum Likelihood Estimation for the Proportional Odds Model With Random Effects — Journal of the American Statistical Association 2005
- Inference for a Class of Transformed Hazards Models — Journal of the American Statistical Association 2005
- Additive hazards model with multivariate failure time data — Biometrika 2004
- Nonparametric inference for censored data using deep neural networks — Journal of the Royal Statistical Society: Series B (Statistical Methodology)