Elastic Correlation Adjusted Regression (ECAR) scores for high dimensional variable importance measuring

Abstract Investigation of the genetic basis of traits or clinical outcomes heavily relies on identifying relevant variables in molecular data. However, characteristics such as high dimensionality and complex correlation structures of these data hinder the development of related methods, resulting in...

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Autores principales: Yuan Zhou, Botao Fa, Ting Wei, Jianle Sun, Zhangsheng Yu, Yue Zhang
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
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Acceso en línea:https://doaj.org/article/acbdf7fd5e124f8dbc69d0f1bcef190a
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