FastGGM: An Efficient Algorithm for the Inference of Gaussian Graphical Model in Biological Networks

Asymptotic normality and optimalities in estimation of large Gaussian graphical models

(2015) Zhao Ren et al.   ANNALS OF STATISTICS

Altered Glutamate Protein Co-Expression Network Topology Linked to Spine Loss in the Auditory Cortex of Schizophrenia

(2015) Matthew L. MacDonald et al.   BIOLOGICAL PSYCHIATRY

Endoplasmic Reticulum Stress and the Related Signaling Networks in Severe Asthma

(2015) So Ri Kim et al.   Allergy Asthma & Immunology Research

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

Rcpp: SeamlessRandC++Integration

(2015) Dirk Eddelbuettel et al.   Journal of Statistical Software

Gaussian graphical model estimation with false discovery rate control

(2014) Weidong Liu   ANNALS OF STATISTICS

Review on statistical methods for gene network reconstruction using expression data

(2014) Y.X. Rachel Wang et al.   JOURNAL OF THEORETICAL BIOLOGY

A cross-platform analysis of 14,177 expression quantitative trait loci derived from lymphoblastoid cell lines

(2013) L. Liang et al.   GENOME RESEARCH

Adjusting for high-dimensional covariates in sparse precision matrix estimation byℓ1-penalization

(2013) Jianxin Yin et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Using biologically interrelated experiments to identify pathway genes in Arabidopsis

(2012) Kyungpil Kim et al.   BIOINFORMATICS

Differential network biology

(2012) Trey Ideker et al.   Molecular Systems Biology

A Bayesian graphical modeling approach to microRNA regulatory network inference

(2011) Francesco C. Stingo et al.   Annals of Applied Statistics

Targeting TNF-α: A novel therapeutic approach for asthma

(2007) Christopher Brightling et al.   JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY