Type 2 Diabetes Biomarkers of Human Gut Microbiota Selected via Iterative Sure Independent Screening Method

An integrated catalog of reference genes in the human gut microbiome

(2014) Junhua Li et al.   NATURE BIOTECHNOLOGY

Gut metagenome in European women with normal, impaired and diabetic glucose control

(2013) Fredrik H. Karlsson et al.   NATURE

Penalized logistic regression for high-dimensional DNA methylation data with case-control studies

(2012) Hokeun Sun et al.   BIOINFORMATICS

A metagenome-wide association study of gut microbiota in type 2 diabetes

(2012) Junjie Qin et al.   NATURE

Stability selection

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Network-constrained regularization and variable selection for analysis of genomic data

(2008) C. Li et al.   BIOINFORMATICS

Sure independence screening for ultrahigh dimensional feature space

(2008) Jianqing Fan et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY