Alan H. Welsh

22 papers A* 1Journal 19Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Random effects misspecification and its consequences for prediction in generalized linear mixed models.
Comput. Stat. Data Anal.
Quan Vu, Francis K. C. Hui, Samuel Muller, Alan H. Welsh
2025 J jnl
CeViT: Copula-Enhanced Vision Transformer in multi-task learning and bi-group image covariates with an application to myopia screening.
CoRR
Chong Zhong, Yang Li, Jinfeng Xu, Xiang Fu, Yunhao Liu, Qiuyi Huang, Danjuan Yang, Meiyan Li, Aiyi Liu, Alan H. Welsh, Xingtao Zhou, Bo Fu, Catherine C. Liu
2025 J jnl
Gradient Boosted Mixed Models: Flexible Joint Estimation of Mean and Variance Components for Clustered Data.
CoRR
Mitchell L. Prevett, Francis K. C. Hui, Zhi Yang Tho, Alan H. Welsh, Anton H. Westveld
2024 J jnl
Likelihood-based surrogate dimension reduction.
Stat. Comput.
Linh H. Nghiem, Francis K. C. Hui, Samuel Müller, Alan H. Welsh
2024 J jnl
OU-CoViT: Copula-Enhanced Bi-Channel Multi-Task Vision Transformers with Dual Adaptation for OU-UWF Images.
CoRR
Yang Li, Jianing Deng, Chong Zhong, Danjuan Yang, Meiyan Li, Alan H. Welsh, Aiyi Liu, Xingtao Zhou, Catherine C. Liu, Bo Fu
2024 A* conf
OUCopula: Bi-Channel Multi-Label Copula-Enhanced Adapter-Based CNN for Myopia Screening Based on OU-UWF Images.
IJCAI
Yang Li, Qiuyi Huang, Chong Zhong, Danjuan Yang, Meiyan Li, Alan H. Welsh, Aiyi Liu, Bo Fu, Catherine C. Liu, Xingtao Zhou
2024 J jnl
OUCopula: Bi-Channel Multi-Label Copula-Enhanced Adapter-Based CNN for Myopia Screening Based on OU-UWF Images.
CoRR
Yang Li, Qiuyi Huang, Chong Zhong, Danjuan Yang, Meiyan Li, Alan H. Welsh, Aiyi Liu, Bo Fu, Catherine C. Liu, Xingtao Zhou
2023 J jnl
CeCNN: Copula-enhanced convolutional neural networks in joint prediction of refraction error and axial length based on ultra-widefield fundus images.
CoRR
Chong Zhong, Yang Li, Danjuan Yang, Meiyan Li, Xingyao Zhou, Bo Fu, Catherine C. Liu, Alan H. Welsh
2023 J jnl
Robust Multivariate Lasso Regression with Covariance Estimation.
J. Comput. Graph. Stat.
Le Chang, Alan H. Welsh
2020 J jnl
Synthetic Business Microdata - an Australian example.
J. Priv. Confidentiality
Chien-Hung Chien, Alan H. Welsh, John D. Moore
2020 J jnl
The LASSO on latent indices for regression modeling with ordinal categorical predictors.
Comput. Stat. Data Anal.
Francis K. C. Hui, Samuel Müller, Alan H. Welsh
2018 J jnl
Bootstrapping longitudinal data with multiple levels of variation.
Comput. Stat. Data Anal.
P. Y. O'Shaughnessy, Alan H. Welsh
2018 J jnl
Robust Lasso Regression Using Tukey's Biweight Criterion.
Technometrics
Le Chang, Steven Roberts, Alan H. Welsh
2016 J jnl
Influence diagnostic analysis in the possibly heteroskedastic linear model with exact restrictions.
Stat. Methods Appl.
Shuangzhe Liu, Víctor Leiva, Tie-Feng Ma, Alan H. Welsh
2014 J jnl
Fitting Kent models to compositional data with small concentration.
Stat. Comput.
Janice L. Scealy, Alan H. Welsh
2014 J jnl
The generalised bootstrap for clustered data.
Int. J. Data Anal. Tech. Strateg.
Zhen Pang, Alan H. Welsh
2013 J jnl
Bootstrapping for highly unbalanced clustered data.
Comput. Stat. Data Anal.
Mayukh Samanta, Alan H. Welsh
2013 J jnl
Robust model-based sampling designs.
Stat. Comput.
Alan H. Welsh, Douglas P. Wiens
2011 — ch.
Regression Diagnostics.
International Encyclopedia of Statistical Science
Shuangzhe Liu, Alan H. Welsh
2008 — conf
PSDBoost: Matrix-Generation Linear Programming for Positive Semidefinite Matrices Learning.
NIPS
Chunhua Shen, Alan H. Welsh, Lei Wang
2006 J jnl
Statistical Modeling of a Ligand Knowledge Base.
J. Chem. Inf. Model.
Ralph A. Mansson, Alan H. Welsh, Natalie Fey, A. Guy Orpen
2005 J jnl
Prediction of Properties from Simulations: A Re-examination with Modern Statistical Methods.
J. Chem. Inf. Model.
Ralph A. Mansson, Jeremy G. Frey, Jonathan W. Essex, Alan H. Welsh