Data-Adaptive Multivariate Test for Genomic Studies Using Fused Lasso

In genomic studies, univariate analysis is commonly used to discover susceptible variants. It applies univariate regression for each variant and tests the significance of the regression coefficient or slope parameter. This strategy, however, may miss signals that are jointly detectable with other va...

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Bibliographic Details
Main Author: Masao Ueki
Format: Article
Language:English
Published: MDPI AG 2024-05-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/12/10/1422