Identification of important regressor groups, subgroups and individuals via regularization methods: application to gut microbiome data

Structured variable selection with q-values

(2013) T. P. Garcia et al.   BIOSTATISTICS

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

(2013) Fredrik H. Karlsson et al.   NATURE

A dairy-based high calcium diet improves glucose homeostasis and reduces steatosis in the context of preexisting obesity

(2013) Anthony P. Thomas et al.   Obesity

Gut Microbiomes of Malawian Twin Pairs Discordant for Kwashiorkor

(2013) M. I. Smith et al.   SCIENCE

Empirical Performance of Cross-Validation With Oracle Methods in a Genomics Context

(2012) Josue G. Martinez et al.   AMERICAN STATISTICIAN

Tree-guided group lasso for multi-response regression with structured sparsity, with an application to eQTL mapping

(2012) Seyoung Kim et al.   Annals of Applied Statistics

Murine Gut Microbiota and Transcriptome Are Diet Dependent

(2012) Erica M. Carlisle et al.   ANNALS OF SURGERY

Tuning parameter selection in sparse regression modeling

(2012) Kei Hirose et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Transfer of Intestinal Microbiota From Lean Donors Increases Insulin Sensitivity in Individuals With Metabolic Syndrome

(2012) Anne Vrieze et al.   GASTROENTEROLOGY

A Sparse-Group Lasso

(2012) Noah Simon et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

A framework for human microbiome research

(2012)   NATURE

Diversity, stability and resilience of the human gut microbiota

(2012) Catherine A. Lozupone et al.   NATURE

A high calcium diet containing nonfat dry milk reduces weight gain and associated adipose tissue inflammation in diet-induced obese mice when compared to high calcium alone

(2012) Anthony P Thomas et al.   Nutrition & Metabolism

On Model Selection Curves

(2010) Samuel Müller et al.   INTERNATIONAL STATISTICAL REVIEW

The composite absolute penalties family for grouped and hierarchical variable selection

(2009) Peng Zhao et al.   ANNALS OF STATISTICS