Samuel Müller

According to our database, Samuel Müller authored at least 18 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Likelihood-based surrogate dimension reduction.

Linh H. Nghiem, Francis K. C. Hui, Samuel Müller, Alan H. Welsh

Stat. Comput., February, 2024

COMBSS: best subset selection via continuous optimization.

Sarat Babu Moka, Benoit Liquet, Houying Zhu, Samuel Müller

Stat. Comput., 2024

Evaluating and Enhancing Artificial Intelligence Models for Predicting Student Learning Outcomes.

Helia Farhood, Ibrahim Nabeel Joudah, Amin Beheshti, Samuel Müller

Informatics, 2024

CR-Lasso: Robust cellwise regularized sparse regression.

Peng Su, Garth Tarr, Samuel Müller, Suojin Wang

Comput. Stat. Data Anal., 2024

Robust variable selection methods with Cox model - a selective practical benchmark study.

Yunwei Zhang, Samuel Müller

Briefings Bioinform., 2024

2023

Surface Area Estimation Using 3D Point Clouds and Delaunay Triangulation.

Helia Farhood, Samuel Müller, Amin Beheshti

Proceedings of the Second International Conference on Innovations in Computing Research (ICR'23), 2023

2022

Cross-Platform Omics Prediction procedure: a statistical machine learning framework for wider implementation of precision medicine.

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

npj Digit. Medicine, 2022

2021

MCVIS: A New Framework for Collinearity Discovery, Diagnostic, and Visualization.

Chen Lin, Kevin Y. X. Wang, Samuel Müller

J. Comput. Graph. Stat., 2021

2020

The LASSO on latent indices for regression modeling with ordinal categorical predictors.

Francis K. C. Hui, Samuel Müller, Alan H. Welsh

Comput. Stat. Data Anal., 2020

LC-N2G: a local consistency approach for nutrigenomics data analysis.

Xiangnan Xu, Samantha Solon-Biet, Alistair M. Senior, David Raubenheimer, Stephen J. Simpson, Luigi Fontana, Samuel Müller, Jean Yee Hwa Yang

BMC Bioinform., 2020

2019

bcGST - an interactive bias-correction method to identify over-represented gene-sets in boutique arrays.

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

Bioinform., 2019

2017

2nd special issue on robust analysis of complex data.

Samuel Müller, Graciela Boente, Christophe Croux, Juan Romo, Stefan Van Aelst

Comput. Stat. Data Anal., 2017

2016

On generalized degrees of freedom with application in linear mixed models selection.

Chong You, Samuel Müller, John T. Ormerod

Stat. Comput., 2016

Robust estimation of precision matrices under cellwise contamination.

Garth Tarr, Samuel Müller, Neville C. Weber

Comput. Stat. Data Anal., 2016

2015

Inferring data-specific micro-RNA function through the joint ranking of micro-RNA and pathways from matched micro-RNA and gene expression data.

Ellis Patrick, Michael J. Buckley, Samuel Müller, David M. Lin, Jean Yee Hwa Yang

Bioinform., 2015

2014

Identification of important regressor groups, subgroups and individuals via regularization methods: application to gut microbiome data.

Tanya P. Garcia, Samuel Müller, Raymond J. Carroll, Rosemary L. Walzem

Bioinform., 2014

2013

Revisiting fitting monotone polynomials to data.

Kevin Murray, Samuel Müller, Berwin A. Turlach

Comput. Stat., 2013

2011

Partially smooth tail-index estimation for small samples.

Samuel Müller, Houng Chhay

Comput. Stat., 2011