Yanyuan Ma

51 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-6985-0351

Department of Statistics, Pennsylvania State University, University Park, PA

Publications

• Efficient Inference under Label Shift in Unsupervised Domain Adaptation — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
• Multi-relational Network Autoregression Model with Latent Group Structures — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
• Doubly Flexible Estimation under Label Shift — Journal of the American Statistical Association 2025
• A semiparametric method for risk prediction using integrated electronic health record data — The Annals of Applied Statistics 2024
• Evaluation of transplant benefits with the U.S. Scientific Registry of Transplant Recipients by semiparametric regression of mean residual life — The Annals of Applied Statistics 2024
• On high-dimensional Poisson models with measurement error: Hypothesis testing for nonlinear nonconvex optimization — The Annals of Statistics 2023
• A Versatile Estimation Procedure Without Estimating the Nonignorable Missingness Mechanism — Journal of the American Statistical Association 2022
• Matrix Completion with Covariate Information and Informative Missingness — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
• Network Functional Varying Coefficient Model — Journal of the American Statistical Association 2022
• Optimal subsampling for quantile regression in big data — Biometrika 2021
• Simulation-Based Bias Correction Methods for Complex Models — Journal of the American Statistical Association 2019
• MALMEM: model averaging in linear measurement error models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2019
• Sufficient direction factor model and its application to gene expression quantitative trait loci discovery — Biometrika 2019
• Semiparametrically efficient estimation in quantile regression of secondary analysis — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2018
• Optimal pseudolikelihood estimation in the analysis of multivariate missing data with nonignorable nonresponse — Biometrika 2018
• Functional prediction through averaging estimated functional linear regression models — Biometrika 2018
• A Semiparametric Single-Index Risk Score Across Populations — Journal of the American Statistical Association 2017
• Robust mixed effects model for clustered failure time data: Application to Huntington’s disease event measures — The Annals of Applied Statistics 2017
• Semiparametric analysis of complex polygenic gene-environment interactions in case-control studies — Biometrika 2017
• Linear Model Selection When Covariates Contain Errors — Journal of the American Statistical Association 2017
• Semiparametric estimation in the secondary analysis of case–control studies — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2016
• Analysis of Proportional Odds Models With Censoring and Errors-in-Covariates — Journal of the American Statistical Association 2016
• Fused kernel-spline smoothing for repeatedly measured outcomes in a generalized partially linear model with functional single index — The Annals of Statistics 2015 (name-matched, not ORCID-linked)
• Functional and Structural Methods With Mixed Measurement Error and Misclassification in Covariates — Journal of the American Statistical Association 2015
• Smoothed and Corrected Score Approach to Censored Quantile Regression With Measurement Errors — Journal of the American Statistical Association 2015
• Combining isotonic regression and EM algorithm to predict genetic risk under monotonicity constraint — The Annals of Applied Statistics 2014 (name-matched, not ORCID-linked)
• Quick and easy one-step parameter estimation in differential equations — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2014
• On estimation efficiency of the central mean subspace — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2014
• Semiparametric Efficient and Robust Estimation of an Unknown Symmetric Population Under Arbitrary Sample Selection Bias — Journal of the American Statistical Association 2013
• Efficiency loss and the linearity condition in dimension reduction — Biometrika 2013
• Efficient estimation in sufficient dimension reduction — The Annals of Statistics 2013
• Doubly robust and efficient estimators for heteroscedastic partially linear single-index models allowing high dimensional covariates — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2013
• Nonparametric Estimation for Censored Mixture Data With Application to the Cooperative Huntington’s Observational Research Trial — Journal of the American Statistical Association 2012
• Multiple imputation in quantile regression — Biometrika 2012
• A Semiparametric Approach to Dimension Reduction — Journal of the American Statistical Association 2012
• A functional generalized method of moments approach for longitudinal studies with missing responses and covariate measurement error — Biometrika 2012
• Saddlepoint Test in Measurement Error Models — Journal of the American Statistical Association 2011
• Density Estimation in Several Populations With Uncertain Population Membership — Journal of the American Statistical Association 2011
• Local and omnibus goodness-of-fit tests in classical measurement error models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2011
• Explicit estimating equations for semiparametric generalized linear latent variable models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2010
• Variance estimation in the analysis of microarray data — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2009
• Cure Rate Model With Mismeasured Covariates Under Transformation — Journal of the American Statistical Association 2008
• Constrained local likelihood estimators for semiparametric skew-normal distributions — Biometrika 2007
• Testing the suitability of polynomial models in errors-in-variables problems — The Annals of Statistics 2007 (name-matched, not ORCID-linked)
• Efficient Estimation of Population-Level Summaries in General Semiparametric Regression Models — Journal of the American Statistical Association 2007
• Semiparametric estimators of functional measurement error models with unknown error — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2007
• Locally Efficient Estimators for Semiparametric Models With Measurement Error — Journal of the American Statistical Association 2006
• Efficient semiparametric estimator for heteroscedastic partially linear models — Biometrika 2006
• Locally Efficient Semiparametric Estimators for Generalized Skew-Elliptical Distributions — Journal of the American Statistical Association 2005
• Locally efficient semiparametric estimators for functional measurement error models — Biometrika 2004 (name-matched, not ORCID-linked)
• SPARCC: Semi-Parametric Robust Estimation in a Right-Censored Covariate Model — Journal of the American Statistical Association