Efficient Regularized Regression withL0Penalty for Variable Selection and Network Construction

Sparse Inverse Covariance Estimation withL0Penalty for Network Construction with Omics Data

(2016) Zhenqiu Liu et al.   JOURNAL OF COMPUTATIONAL BIOLOGY

Network construction and structure detection with metagenomic count data

(2015) Zhenqiu Liu et al.   BioData Mining

Multilevel regularized regression for simultaneous taxa selection and network construction with metagenomic count data

(2014) Zhenqiu Liu et al.   BIOINFORMATICS

SPARC in Tumor Pathophysiology and as a Potential Therapeutic Target

(2014) Jianguo Feng et al.   CURRENT PHARMACEUTICAL DESIGN

Risk Prediction for Late-Stage Ovarian Cancer by Meta-analysis of 1525 Patient Samples

(2014) Markus Riester et al.   JNCI-Journal of the National Cancer Institute

Regression Analysis of Combined Gene Expression Regulation in Acute Myeloid Leukemia

(2014) Yue Li et al.   PLoS Computational Biology

Inferring gene networks from discrete expression data

(2013) Lin Zhang et al.   BIOSTATISTICS

TGF-  Modulates Ovarian Cancer Invasion by Upregulating CAF-Derived Versican in the Tumor Microenvironment

(2013) T.-L. Yeung et al.   CANCER RESEARCH

A Collagen-Remodeling Gene Signature Regulated by TGF-β Signaling Is Associated with Metastasis and Poor Survival in Serous Ovarian Cancer

(2013) Dong-Joo Cheon et al.   CLINICAL CANCER RESEARCH

Discrete Molecular Classes of Ovarian Cancer Suggestive of Unique Mechanisms of Transformation and Metastases

(2013) N. L. Gardi et al.   CLINICAL CANCER RESEARCH

Downregulation ofmiR-29contributes to cisplatin resistance of ovarian cancer cells

(2013) Pei-Ning Yu et al.   INTERNATIONAL JOURNAL OF CANCER

A Generic Path Algorithm for Regularized Statistical Estimation

(2013) Hua Zhou et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Improved Iteratively Reweighted Least Squares for Unconstrained Smoothed $\ell_q$ Minimization

(2013) Ming-Jun Lai et al.   SIAM JOURNAL ON NUMERICAL ANALYSIS

Sparse Approximation via Penalty Decomposition Methods

(2013) Zhaosong Lu et al.   SIAM JOURNAL ON OPTIMIZATION

Network-based Survival Analysis Reveals Subnetwork Signatures for Predicting Outcomes of Ovarian Cancer Treatment

(2013) Wei Zhang et al.   PLoS Computational Biology

Implementing an online tool for genome-wide validation of survival-associated biomarkers in ovarian-cancer using microarray data from 1287 patients

(2012) Balázs Győrffy et al.   ENDOCRINE-RELATED CANCER

Tuning parameter selection in high dimensional penalized likelihood

(2012) Yingying Fan et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Identification of NDRG1-regulated genes associated with invasive potential in cervical and ovarian cancer cells

(2011) Gang Zhao et al.   BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS

SparseNet: Coordinate Descent With Nonconvex Penalties

(2011) Rahul Mazumder et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Sparse linear modeling of next-generation mRNA sequencing (RNA-Seq) data for isoform discovery and abundance estimation

(2011) J. J. Li et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Variable selection and estimation with the seamless-L0 penalty models

(2011) Lee Dicker et al.   STATISTICA SINICA

Nearly unbiased variable selection under minimax concave penalty

(2010) Cun-Hui Zhang   ANNALS OF STATISTICS

Stability selection

(2010) Nicolai Meinshausen et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

On the adaptive elastic-net with a diverging number of parameters

(2009) Hui Zou et al.   ANNALS OF STATISTICS

Iteratively reweighted least squares minimization for sparse recovery

(2009) Ingrid Daubechies et al.   COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS

Sparse Support Vector Machines with L_{p} Penalty for Biomarker Identification

(2009) Zhenqiu Liu et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Partial Correlation Estimation by Joint Sparse Regression Models

(2009) Jie Peng et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION