Alan Welsh

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

ORCID: 0000-0002-3165-9559

Eye Institute and Department of Ophthalmology, Eye & ENT Hospital, Fudan University

Publications

• CeCNN: Copula-enhanced convolutional neural networks in joint prediction of refraction error and axial length based on ultra-widefield fundus images — The Annals of Applied Statistics 2025
• Increasing dimension asymptotics for two-way crossed mixed effect models — The Annals of Statistics 2024
• GEE-Assisted Variable Selection for Latent Variable Models with Multivariate Binary Data — Journal of the American Statistical Association 2023
• Asymptotics for EBLUPs: Nested Error Regression Models — Journal of the American Statistical Association 2022
• Sparse Pairwise Likelihood Estimation for Multivariate Longitudinal Mixed Models — Journal of the American Statistical Association 2018
• Joint Selection in Mixed Models using Regularized PQL — Journal of the American Statistical Association 2017
• A Directional Mixed Effects Model for Compositional Expenditure Data — Journal of the American Statistical Association 2017
• A random-effects hurdle model for predicting bycatch of endangered marine species — The Annals of Applied Statistics 2017
• Robust Principal Component Analysis for Power Transformed Compositional Data — Journal of the American Statistical Association 2015
• Regression for compositional data by using distributions defined on the hypersphere — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2011
• Bootstrapping Robust Estimates for Clustered Data — Journal of the American Statistical Association 2010
• Bootstrapping clustered data — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2007
• Outlier Robust Model Selection in Linear Regression — Journal of the American Statistical Association 2005
• Equivalent kernels of smoothing splines in nonparametric regression for clustered/longitudinal data — Biometrika 2004
• Marginal Longitudinal Nonparametric Regression — Journal of the American Statistical Association 2002
• Robust estimation for finite populations based on a working model — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2001
• Robust fitting of the binomial model — The Annals of Statistics 2001
• Distance sampling methodology — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2001
• Bias-calibrated estimation from sample surveys containing outliers — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 1998
• Local Estimating Equations — Journal of the American Statistical Association 1998
• Adapting for the Missing Link — The Annals of Statistics 1994
• Fitting Heteroscedastic Regression Models — Journal of the American Statistical Association 1994
• Empirical Saddlepoint Approximations for Multivariate M-Estimators — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 1994
• Comment — Journal of the American Statistical Association 1993
• Log-Linear Models for Survey Data with Non-Ignorable Non-Response — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 1993
• RobustLEstimation of Scale with an Application in Astronomy — Journal of the American Statistical Association 1990
• Correction: On $M$-Processes and $M$-Estimation — The Annals of Statistics 1990
• On $M$-Processes and $M$-Estimation — The Annals of Statistics 1989
• Asymptotic Results for Multiple Imputation — The Annals of Statistics 1988
• Correction: One-Step $L$-Estimators for the Linear Model — The Annals of Statistics 1988
• Correction: The Trimmed Mean in the Linear Model — The Annals of Statistics 1988
• Mallows-Type Bounded-Influence-Regression Trimmed Means — Journal of the American Statistical Association 1988
• The Trimmed Mean in the Linear Model — The Annals of Statistics 1987
• One-Step $L$-Estimators for the Linear Model — The Annals of Statistics 1987
• Bahadur Representations for Robust Scale Estimators Based on Regression Residuals — The Annals of Statistics 1986
• Adaptive Estimates of Parameters of Regular Variation — The Annals of Statistics 1985
• An angular approach for linear data — Biometrika 1985
• ‘A test for normality based on the empirical characteristic function’ — Biometrika 1984
• Best Attainable Rates of Convergence for Estimates of Parameters of Regular Variation — The Annals of Statistics 1984
• A test for normality based on the empirical characteristic function — Biometrika 1983