Algorithms for Fitting the Constrained Lasso

Regression analysis for microbiome compositional data

(2016) Pixu Shi et al.   Annals of Applied Statistics

Reference point insensitive molecular data analysis

(2016) M. Altenbuchinger et al.   BIOINFORMATICS

Efficient Implementations of the Generalized Lasso Dual Path Algorithm

(2016) Taylor B. Arnold et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

An Ordered Lasso and Sparse Time-Lagged Regression

(2016) Robert Tibshirani et al.   TECHNOMETRICS

Low urinary indoxyl sulfate levels early after transplantation reflect a disrupted microbiome and are associated with poor outcome

(2015) D. Weber et al.   BLOOD

The dual and degrees of freedom of linearly constrained generalized lasso

(2015) Qinqin Hu et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Vaccine design via nonnegative lasso-based variable selection

(2015) Zonghui Hu et al.   STATISTICS IN MEDICINE

Microbiome, Metagenomics, and High-Dimensional Compositional Data Analysis

(2015) Hongzhe Li   Annual Review of Statistics and Its Application

Metagenomic Analysis of the Stool Microbiome in Patients Receiving Allogeneic Stem Cell Transplantation: Loss of Diversity Is Associated with Use of Systemic Antibiotics and More Pronounced in Gastrointestinal Graft-versus-Host Disease

(2014) Ernst Holler et al.   BIOLOGY OF BLOOD AND MARROW TRANSPLANTATION

Variable selection in regression with compositional covariates

(2014) W. Lin et al.   BIOMETRIKA

ProteinLasso: A Lasso regression approach to protein inference problem in shotgun proteomics

(2013) Ting Huang et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY

Nonnegative-lasso and application in index tracking

(2013) Lan Wu et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

A Generic Path Algorithm for Regularized Statistical Estimation

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

Degrees of freedom in lasso problems

(2012) Ryan J. Tibshirani et al.   ANNALS OF STATISTICS

Variable selection via RIVAL (removing irrelevant variables amidst Lasso iterations) and its application to nuclear material detection

(2012) Paul Kump et al.   AUTOMATICA

Intestinal Domination and the Risk of Bacteremia in Patients Undergoing Allogeneic Hematopoietic Stem Cell Transplantation

(2012) Ying Taur et al.   CLINICAL INFECTIOUS DISEASES

A Path Algorithm for Constrained Estimation

(2012) Hua Zhou et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

The solution path of the generalized lasso

(2011) Ryan J. Tibshirani et al.   ANNALS OF STATISTICS

Role of gut microbiota in graft-versus-host disease

(2011) Stephen Murphy et al.   LEUKEMIA & LYMPHOMA

Nearly-Isotonic Regression

(2011) Ryan J. Tibshirani et al.   TECHNOMETRICS

Normalization of urinary biomarkers to creatinine during changes in glomerular filtration rate

(2010) Sushrut S. Waikar et al.   KIDNEY INTERNATIONAL

Extended Bayesian information criteria for model selection with large model spaces

(2008) J. Chen et al.   BIOMETRIKA