A fast lasso-based method for inferring higher-order interactions.

Large-scale genotype-phenotype screens provide a wealth of data for identifying molecular alterations associated with a phenotype. Epistatic effects play an important role in such association studies. For example, siRNA perturbation screens can be used to identify combinatorial gene-silencing effect...

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Bibliographic Details
Main Authors: Kieran Elmes, Astra Heywood, Zhiyi Huang, Alex Gavryushkin
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2022-12-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1010730