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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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發表在:PLoS One
Main Authors: Arashi, M., Roozbeh, M., Hamzah, N. A., Gasparini, M.
格式: Artigo
語言:Inglês
出版: Public Library of Science 2021
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在線閱讀: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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