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ORCIDAlan H. Welsh
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- affiliation: Australian National University, College of Business and Economics, Acton, ACT, Australia
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2020 – today
- 2026
[j14]Quan Vu, Francis K. C. Hui, Samuel Muller
, Alan H. Welsh:
Random effects misspecification and its consequences for prediction in generalized linear mixed models. Comput. Stat. Data Anal. 213: 108254 (2026)- 2025
- [i4]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:
CeViT: Copula-Enhanced Vision Transformer in multi-task learning and bi-group image covariates with an application to myopia screening. CoRR abs/2501.06540 (2025) - 2024
- [j13]Linh H. Nghiem, Francis K. C. Hui, Samuel Müller, Alan H. Welsh:
Likelihood-based surrogate dimension reduction. Stat. Comput. 34(1): 51 (2024) - [c2]Yang Li, Qiuyi Huang, Chong Zhong, Danjuan Yang, Meiyan Li, Alan H. Welsh, Aiyi Liu, Bo Fu, Catherine C. Liu, Xingtao Zhou:
OUCopula: Bi-Channel Multi-Label Copula-Enhanced Adapter-Based CNN for Myopia Screening Based on OU-UWF Images. IJCAI 2024: 5927-5935 - [i3]Yang Li, Qiuyi Huang, Chong Zhong, Danjuan Yang, Meiyan Li, Alan H. Welsh, Aiyi Liu, Bo Fu, Catherine C. Liu, Xingtao Zhou:
OUCopula: Bi-Channel Multi-Label Copula-Enhanced Adapter-Based CNN for Myopia Screening Based on OU-UWF Images. CoRR abs/2403.11974 (2024) - [i2]Yang Li, Jianing Deng, Chong Zhong, Danjuan Yang, Meiyan Li, Alan H. Welsh, Aiyi Liu, Xingtao Zhou, Catherine C. Liu, Bo Fu:
OU-CoViT: Copula-Enhanced Bi-Channel Multi-Task Vision Transformers with Dual Adaptation for OU-UWF Images. CoRR abs/2408.09395 (2024) - 2023
- [j12]Le Chang, Alan H. Welsh:
Robust Multivariate Lasso Regression with Covariance Estimation. J. Comput. Graph. Stat. 32(3): 961-973 (2023) - [i1]Chong Zhong, Yang Li, Danjuan Yang, Meiyan Li, Xingyao Zhou, Bo Fu, Catherine C. Liu, Alan H. Welsh:
CeCNN: Copula-enhanced convolutional neural networks in joint prediction of refraction error and axial length based on ultra-widefield fundus images. CoRR abs/2311.03967 (2023) - 2020
- [j11]Francis K. C. Hui, Samuel Müller, Alan H. Welsh:
The LASSO on latent indices for regression modeling with ordinal categorical predictors. Comput. Stat. Data Anal. 149: 106951 (2020) - [j10]Chien-Hung Chien, Alan H. Welsh, John D. Moore:
Synthetic Business Microdata - an Australian example. J. Priv. Confidentiality 10(2) (2020)
2010 – 2019
- 2018
- [j9]P. Y. O'Shaughnessy, Alan H. Welsh:
Bootstrapping longitudinal data with multiple levels of variation. Comput. Stat. Data Anal. 124: 117-131 (2018) - [j8]Le Chang, Steven Roberts, Alan H. Welsh:
Robust Lasso Regression Using Tukey's Biweight Criterion. Technometrics 60(1): 36-47 (2018) - 2016
- [j7]Shuangzhe Liu, Víctor Leiva, Tie-Feng Ma, Alan H. Welsh:
Influence diagnostic analysis in the possibly heteroskedastic linear model with exact restrictions. Stat. Methods Appl. 25(2): 227-249 (2016) - 2014
- [j6]Zhen Pang, Alan H. Welsh:
The generalised bootstrap for clustered data. Int. J. Data Anal. Tech. Strateg. 6(4): 407-415 (2014) - [j5]Janice L. Scealy, Alan H. Welsh:
Fitting Kent models to compositional data with small concentration. Stat. Comput. 24(2): 165-179 (2014) - 2013
- [j4]Mayukh Samanta, Alan H. Welsh:
Bootstrapping for highly unbalanced clustered data. Comput. Stat. Data Anal. 59: 70-81 (2013) - [j3]Alan H. Welsh, Douglas P. Wiens:
Robust model-based sampling designs. Stat. Comput. 23(6): 689-701 (2013) - 2011
- [r1]Shuangzhe Liu, Alan H. Welsh:
Regression Diagnostics. International Encyclopedia of Statistical Science 2011: 1206-1208
2000 – 2009
- 2008
- [c1]Chunhua Shen, Alan H. Welsh, Lei Wang:
PSDBoost: Matrix-Generation Linear Programming for Positive Semidefinite Matrices Learning. NIPS 2008: 1473-1480 - 2006
- [j2]Ralph A. Mansson, Alan H. Welsh, Natalie Fey, A. Guy Orpen:
Statistical Modeling of a Ligand Knowledge Base. J. Chem. Inf. Model. 46(6): 2591-2600 (2006) - 2005
- [j1]Ralph A. Mansson, Jeremy G. Frey, Jonathan W. Essex, Alan H. Welsh:
Prediction of Properties from Simulations: A Re-examination with Modern Statistical Methods. J. Chem. Inf. Model. 45(6): 1791-1803 (2005)
Coauthor Index
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