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The Spike-and-Slab Lasso Generalized Linear Models for Prediction and Associated Genes Detection

Large-scale “omics” data have been increasingly used as an important resource for prognostic prediction of diseases and detection of associated genes. However, there are considerable challenges in analyzing high-dimensional molecular data, including the large number of potential molecular predictors...

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Veröffentlicht in:Genetics
Hauptverfasser: Tang, Zaixiang, Shen, Yueping, Zhang, Xinyan, Yi, Nengjun
Format: Artigo
Sprache:Inglês
Veröffentlicht: Genetics Society of America 2017
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5223525/
https://ncbi.nlm.nih.gov/pubmed/27799277
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1534/genetics.116.192195
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