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Ridge regression and its applications in genetic studies

With the advancement of technology, analysis of large-scale data of gene expression is feasible and has become very popular in the era of machine learning. This paper develops an improved ridge approach for the genome regression modeling. When multicollinearity exists in the data set with outliers,...

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Bibliografiske detaljer
Udgivet i:PLoS One
Main Authors: Arashi, M., Roozbeh, M., Hamzah, N. A., Gasparini, M.
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2021
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8031387/
https://ncbi.nlm.nih.gov/pubmed/33831027
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0245376
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