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ORCIDSamuel Müller 0001
Person information
- affiliation: Macquarie University, Faculty of Science and Engineering, School of Mathematical and Physical Sciences, Sydney, Australia
- affiliation: University of Sydney, School of Mathematics and Statistics, Australia
Other persons with the same name
- Samuel Müller 0002 — ETH Zurich, Switzerland (and 1 more)
- Samuel Müller 0003
![[0000-0002-6352-6486]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-6352-6486")
— University of Hanover, Institute of Mechatronic Systems, Hannover, Germany - Samuel Müller 0004 — University of Duisburg-Essen, Chair of Mechatronics, Duisburg, Germany
- Samuel Müller 0005 (aka: Samuel G. Müller, Samuel Gabriel Müller) — University of Freiburg, Department of Computer Science, Freiburg, Germany (and 1 more)
- Samuel Müller 0006 — Atlas Medical Technologies GmbH, Bochum, Germany
- Samuel Müller 0007 — University of Applied Sciences Esslingen, Germany
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2020 – today
- 2026
[j23]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
- [j22]Helia Farhood, Magnus Nyden, Amin Beheshti, Samuel Muller:
Artificial intelligence-based personalised learning in education: a systematic literature review. Discov. Artif. Intell. 5(1): 331 (2025) - [j21]Yunwei Zhang, Marni Torkel, Samuel Müller, Germaine Wong, Jean Yang:
A Kidney Transplant Support System for Patient-Clinician Shared Decision-Making. J. Medical Syst. 49(1): 60 (2025) - [j20]Ibrahim Nabeel Joudah, Samuel Müller, Houying Zhu:
Air-HOLP: adaptive regularized feature screening for high dimensional correlated data. Stat. Comput. 35(3): 63 (2025) - [i1]Sarat Babu Moka, Matias Quiroz, Vali Asimit, Samuel Müller:
A Scalable Gradient-Based Optimization Framework for Sparse Minimum-Variance Portfolio Selection. CoRR abs/2505.10099 (2025) - 2024
- [j19]Yunwei Zhang, Samuel Müller:
Robust variable selection methods with Cox model - a selective practical benchmark study. Briefings Bioinform. 25(6) (2024) - [j18]Xiangnan Xu, Alistair M. Senior, David G. Le Couteur, Victoria C. Cogger, David Raubenheimer, David E. James, Benjamin Parker, Stephen J. Simpson, Samuel Müller, Jean Y. H. Yang:
eNODAL: an experimentally guided nutriomics data clustering method to unravel complex drug-diet interactions. Briefings Bioinform. 26(1) (2024) - [j17]Helia Farhood, Ibrahim Nabeel Joudah, Amin Beheshti, Samuel Müller:
Advancing student outcome predictions through generative adversarial networks. Comput. Educ. Artif. Intell. 7: 100293 (2024) - [j16]Peng Su, Garth Tarr, Samuel Müller, Suojin Wang:
CR-Lasso: Robust cellwise regularized sparse regression. Comput. Stat. Data Anal. 197: 107971 (2024) - [j15]Helia Farhood, Ibrahim Nabeel Joudah, Amin Beheshti, Samuel Müller:
Evaluating and Enhancing Artificial Intelligence Models for Predicting Student Learning Outcomes. Informatics 11(3): 46 (2024) - [j14]Linh H. Nghiem, Francis K. C. Hui, Samuel Müller, Alan H. Welsh:
Likelihood-based surrogate dimension reduction. Stat. Comput. 34(1): 51 (2024) - [j13]Sarat Babu Moka, Benoit Liquet, Houying Zhu, Samuel Müller:
COMBSS: best subset selection via continuous optimization. Stat. Comput. 34(2): 75 (2024) - 2023
- [c1]Helia Farhood, Samuel Müller, Amin Beheshti:
Surface Area Estimation Using 3D Point Clouds and Delaunay Triangulation. ICR 2023: 28-39 - 2022
- [j12]Kevin Y. X. Wang, Gulietta M. Pupo, Varsha Tembe, Ellis Patrick, Dario Strbenac, Sarah-Jane Schramm, John F. Thompson, Richard A. Scolyer, Samuel Müller, Garth Tarr, Graham J. Mann, Jean Yee Hwa Yang:
Cross-Platform Omics Prediction procedure: a statistical machine learning framework for wider implementation of precision medicine. npj Digit. Medicine 5 (2022) - 2021
- [j11]Chen Lin, Kevin Y. X. Wang, Samuel Müller:
MCVIS: A New Framework for Collinearity Discovery, Diagnostic, and Visualization. J. Comput. Graph. Stat. 30(1): 125-132 (2021) - 2020
- [j10]Xiangnan Xu, Samantha Solon-Biet, Alistair M. Senior, David Raubenheimer, Stephen J. Simpson, Luigi Fontana, Samuel Müller, Jean Yee Hwa Yang:
LC-N2G: a local consistency approach for nutrigenomics data analysis. BMC Bioinform. 21(1): 530 (2020) - [j9]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)
2010 – 2019
- 2019
- [j8]Kevin Y. X. Wang, Alexander M. Menzies, Ines P. Silva, James S. Wilmott, Yibing Yan, Matthew Wongchenko, Richard F. Kefford, Richard A. Scolyer, Georgina V. Long, Garth Tarr, Samuel Müller, Jean Yee Hwa Yang:
bcGST - an interactive bias-correction method to identify over-represented gene-sets in boutique arrays. Bioinform. 35(8): 1350-1357 (2019) - 2017
- [j7]Samuel Müller, Graciela Boente, Christophe Croux, Juan Romo, Stefan Van Aelst:
2nd special issue on robust analysis of complex data. Comput. Stat. Data Anal. 113: 395-397 (2017) - 2016
- [j6]Garth Tarr, Samuel Müller, Neville C. Weber:
Robust estimation of precision matrices under cellwise contamination. Comput. Stat. Data Anal. 93: 404-420 (2016) - [j5]Chong You, Samuel Müller, John T. Ormerod:
On generalized degrees of freedom with application in linear mixed models selection. Stat. Comput. 26(1-2): 199-210 (2016) - 2015
- [j4]Ellis Patrick, Michael J. Buckley, Samuel Müller, David M. Lin, Jean Yee Hwa Yang:
Inferring data-specific micro-RNA function through the joint ranking of micro-RNA and pathways from matched micro-RNA and gene expression data. Bioinform. 31(17): 2822-2828 (2015) - 2014
- [j3]Tanya P. Garcia, Samuel Müller, Raymond J. Carroll, Rosemary L. Walzem:
Identification of important regressor groups, subgroups and individuals via regularization methods: application to gut microbiome data. Bioinform. 30(6): 831-837 (2014) - 2013
- [j2]Kevin Murray, Samuel Müller, Berwin A. Turlach:
Revisiting fitting monotone polynomials to data. Comput. Stat. 28(5): 1989-2005 (2013) - 2011
- [j1]Samuel Müller, Houng Chhay:
Partially smooth tail-index estimation for small samples. Comput. Stat. 26(3): 491-505 (2011)
Coauthor Index
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