Publications

My complete and most up-to-date publication list is available on Google Scholar.

Selected publications

• Covariate-moderated empirical Bayes matrix factorization
  William Denault, K. Tayeb, P. Carbonetto, J. Willwerscheid, and M. Stephens
  Advances in Neural Information Processing Systems, 2026
• fSuSiE enables fine-mapping of QTLs from genome-scale molecular profiles
  William R. P. Denault et al.
  Under revision at Nature Methods
• Stability selection enhances feature selection and enables accurate prediction of gestational age using only seven DNA methylation sites
  Kristine L. Haftorn, Julia Romanowska, Yunsung Lee, Christian M. Page, Per Magnus, Siri Håberg, Jon Bohlin, Astanand Jugessur, and William Denault
  European Journal of Human Genetics, 2024
• Cross-fitted instrument: a blueprint for one-sample Mendelian randomization
  William R. P. Denault, Jon Bohlin, Christian Page, Stephen Burgess, and Astanand Jugessur
  PLOS Computational Biology, 2022
• Wavelet screening: a novel way of analysing GWAS data
  William R. P. Denault et al.
  BMC Bioinformatics, 2021
• Wavelet screening detects highly enriched regions for orofacial cleft
  William R. P. Denault et al.
  NAR Genomics and Bioinformatics, 2021
• A fast wavelet-based functional association analysis identifies glucose transporter SLC2A1 as a new susceptibility locus for birth weight
  William R. P. Denault et al.
  BMC Genomics, 2021
• Detecting differentially methylated regions using a fast wavelet-based approach to functional association analysis
  William R. P. Denault and Astanand Jugessur
  BMC Bioinformatics, 2021