Samuel Müller

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 11

Top Topics

Gene Expression Data

Sparse Regression

Statistical Machine Learning

Top Venues

Comput. Stat. Data Anal.

Publications

Peng Su, Garth Tarr, Samuel Müller, Suojin Wang
CR-Lasso: Robust cellwise regularized sparse regression. Comput. Stat. Data Anal. 197 (2024)
Linh H. Nghiem, Francis K. C. Hui, Samuel Müller, Alan H. Welsh
Likelihood-based surrogate dimension reduction. Stat. Comput. 34 (1) (2024)
Helia Farhood, Samuel Müller, Amin Beheshti
Surface Area Estimation Using 3D Point Clouds and Delaunay Triangulation. ICR (2023)
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)
Chen Lin, Kevin Y. X. Wang, Samuel Müller
MCVIS: A New Framework for Collinearity Discovery, Diagnostic, and Visualization. J. Comput. Graph. Stat. 30 (1) (2021)
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 (2020)
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) (2020)
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) (2019)
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 (2017)
Garth Tarr, Samuel Müller, Neville C. Weber
Robust estimation of precision matrices under cellwise contamination. Comput. Stat. Data Anal. 93 (2016)
Chong You, Samuel Müller, John T. Ormerod
On generalized degrees of freedom with application in linear mixed models selection. Stat. Comput. 26 (1-2) (2016)
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) (2015)
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) (2014)
Kevin Murray, Samuel Müller, Berwin A. Turlach
Revisiting fitting monotone polynomials to data. Comput. Stat. 28 (5) (2013)
Samuel Müller, Houng Chhay
Partially smooth tail-index estimation for small samples. Comput. Stat. 26 (3) (2011)