A mixture model-based strategy for selecting sets of genes in multiclass response microarray experiments. - Philippe Broët; Alex Lewin; Sylvia Richardson; Cyril Dalmasso; Henri Magdelenat (Bioinform., 2004)

Grouping Gene Ontology terms to improve the assessment of gene set enrichment in microarray data. - Alex Lewin; Ian C. Grieve (BMC Bioinform., 2006)

Balancing the Robustness and Predictive Performance of Biomarkers. - Paul D. W. Kirk; Aviva Witkover; Charles R. M. Bangham; Sylvia Richardson; Alexandra M. Lewin; Michael P. H. Stumpf (J. Comput. Biol., 2013)

A comparative study of RNA-seq analysis strategies. - Jürgen Jänes; Fengyuan Hu; Alex Lewin; Ernest Turro (Briefings Bioinform., 2015)

MT-HESS: an efficient Bayesian approach for simultaneous association detection in OMICS datasets, with application to eQTL mapping in multiple tissues. - Alex Lewin; Habib Saadi; James E. Peters; Aida Moreno-Moral; James C. Lee; Kenneth G. C. Smith; Enrico Petretto; Leonardo Bottolo; Sylvia Richardson (Bioinform., 2016)

BayesSUR: An R Package for High-Dimensional Multivariate Bayesian Variable and Covariance Selection in Linear Regression. - Zhi Zhao; Marco Banterle; Leonardo Bottolo; Sylvia Richardson; Alex Lewin; Manuela Zucknick (J. Stat. Softw., 2021)

Estimation of country-level incidence of early-onset invasive Group B Streptococcus disease in infants using Bayesian methods. - Bronner P. Gonçalves; Simon R. Procter; Sam Clifford; Artemis Koukounari; Proma Paul; Alexandra M. Lewin; Mark Jit; Joy Lawn (PLoS Comput. Biol., 2021)

Bayesian compositional regression with microbiome features via variational inference. - Darren A. V. Scott; Ernest D. Benavente; Julian Libiseller-Egger; Dmitry V. Fedorov; Jody Phelan; Elena Ilina; Polina O. Tikhonova; Alexander Kudryavstev; Julia Galeeva; Taane G. Clark; Alex Lewin (BMC Bioinform., 2023)