28 citations · 43 across the 5 of their papers we have counts for
4 papers · 1 filter
Detecting differentially methylated regions in bisulfite sequencing data using quasi-binomial mixed models with smooth covariate effect estimates
Kaiqiong Zhao, Karim Oualkacha, Lajmi Lakhal-Chaieb +6
Identifying disease-associated changes in DNA methylation can help to gain a better understanding of disease etiology. Bisulfite sequencing technology allows the generation of meth…
Conditional canonical correlation estimation based on covariates with random forests
Cansu Alakus, Denis Larocque, Sebastien Jacquemont +5
Investigating the relationships between two sets of variables helps to understand their interactions and can be done with canonical correlation analysis (CCA). However, the correla…
A Tracy-Widom Empirical Estimator For Valid P-values With High-Dimensional Datasets
Maxime Turgeon, Celia MT Greenwood, Aurelie Labbe
Recent technological advances in many domains including both genomics and brain imaging have led to an abundance of high-dimensional and correlated data being routinely collected.…
DM-PhyClus: A Bayesian phylogenetic algorithm for infectious disease transmission cluster inference
Luc Villandré, Aurélie Labbe, Bluma Brenner +2
Background. Conventional phylogenetic clustering approaches rely on arbitrary cutpoints applied a posteriori to phylogenetic estimates. Although in practice, Bayesian and bootstrap…