Selection of nonlinear interactions by a forward stepwise algorithm: Application to identifying environmental chemical mixtures affecting health outcomes

The non-linear association between low-level lead exposure and maternal stress among pregnant women

(2017) Shufang Li et al.   NEUROTOXICOLOGY

Exact post-selection inference, with application to the lasso

(2016) Jason D. Lee et al.   ANNALS OF STATISTICS

Multi-pollutant exposure profiles associated with term low birth weight in Los Angeles County

(2016) Eric Coker et al.   ENVIRONMENT INTERNATIONAL

Statistical Approaches for Assessing Health Effects of Environmental Chemical Mixtures in Epidemiology: Lessons from an Innovative Workshop

(2016) Kyla W. Taylor et al.   ENVIRONMENTAL HEALTH PERSPECTIVES

Convex Modeling of Interactions With Strong Heredity

(2016) Asad Haris et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Exact Post-Selection Inference for Sequential Regression Procedures

(2016) Ryan J. Tibshirani et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Grouping chemicals for health risk assessment: A text mining-based case study of polychlorinated biphenyls (PCBs)

(2016) Imran Ali et al.   TOXICOLOGY LETTERS

Environmental risk factors for dementia: a systematic review

(2016) Lewis O. J. Killin et al.   BMC Geriatrics

Association of Environmental Toxins With Amyotrophic Lateral Sclerosis

(2016) Feng-Chiao Su et al.   JAMA Neurology

Estimation and inference in generalized additive coefficient models for nonlinear interactions with high-dimensional covariates

(2015) Shujie Ma et al.   ANNALS OF STATISTICS

EDC-2: The Endocrine Society's Second Scientific Statement on Endocrine-Disrupting Chemicals

(2015) A. C. Gore et al.   ENDOCRINE REVIEWS

Learning Interactions via Hierarchical Group-Lasso Regularization

(2015) Michael Lim et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Prediction consistency of forward iterated regression and selection technique

(2015) Shikai Luo et al.   STATISTICS & PROBABILITY LETTERS

Bayesian kernel machine regression for estimating the health effects of multi-pollutant mixtures

(2014) Jennifer F. Bobb et al.   BIOSTATISTICS

Classification and regression trees for epidemiologic research: an air pollution example

(2014) Katherine Gass et al.   Environmental Health

Interaction Screening for Ultrahigh-Dimensional Data

(2014) Ning Hao et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Environmental Risk Score as a New Tool to Examine Multi-Pollutants in Epidemiologic Research: An Example from the NHANES Study Using Serum Lipid Levels

(2014) Sung Kyun Park et al.   PLoS One

A lasso for hierarchical interactions

(2013) Jacob Bien et al.   ANNALS OF STATISTICS

Statistical strategies for constructing health risk models with multiple pollutants and their interactions: possible choices and comparisons

(2013) Zhichao Sun et al.   Environmental Health

Estimation and Accuracy After Model Selection

(2013) Bradley Efron   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Estimating the Health Effects of Exposure to Multi-Pollutant Mixture

(2012) Cécile Billionnet et al.   ANNALS OF EPIDEMIOLOGY

Hormones and Endocrine-Disrupting Chemicals: Low-Dose Effects and Nonmonotonic Dose Responses

(2012) Laura N. Vandenberg et al.   ENDOCRINE REVIEWS

Antiandrogenic activity of phthalate mixtures: Validity of concentration addition

(2012) Verena Christen et al.   TOXICOLOGY AND APPLIED PHARMACOLOGY

FSR methods for second-order regression models

(2011) Hugh B. Crews et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Lung Cancer and Cardiovascular Disease Mortality Associated with Ambient Air Pollution and Cigarette Smoke: Shape of the Exposure–Response Relationships

(2011) C. Arden Pope et al.   ENVIRONMENTAL HEALTH PERSPECTIVES

Association of daily asthma emergency department visits and hospital admissions with ambient air pollutants among the pediatric Medicaid population in Detroit: Time-series and time-stratified case-crossover analyses with threshold effects

(2011) Shi Li et al.   ENVIRONMENTAL RESEARCH

Nonlinear associations between blood lead in children, age of child, and quantity of soil lead in metropolitan New Orleans

(2011) Sammy Zahran et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Extended BIC for small-n-large-P sparse GLM

(2011) Jiahua Chen et al.   STATISTICA SINICA

Variable selection in nonparametric additive models

(2010) Jian Huang et al.   ANNALS OF STATISTICS

Postmenopausal Breast Cancer Is Associated with Exposure to Traffic-Related Air Pollution in Montreal, Canada: A Case–Control Study

(2010) Dan L. Crouse et al.   ENVIRONMENTAL HEALTH PERSPECTIVES

Variable Selection Using Adaptive Nonlinear Interaction Structures in High Dimensions

(2010) Peter Radchenko et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

An Environment-Wide Association Study (EWAS) on Type 2 Diabetes Mellitus

(2010) Chirag J. Patel et al.   PLoS One

High-dimensional variable selection

(2009) Larry Wasserman et al.   ANNALS OF STATISTICS

Cardiovascular Mortality and Exposure to Airborne Fine Particulate Matter and Cigarette Smoke

(2009) C. Arden Pope et al.   CIRCULATION

Reduction in Heart Rate Variability with Traffic and Air Pollution in Patients with Coronary Artery Disease

(2009) Antonella Zanobetti et al.   ENVIRONMENTAL HEALTH PERSPECTIVES

Fast FSR Variable Selection with Applications to Clinical Trials

(2008) Dennis D. Boos et al.   BIOMETRICS

A Cohort Study of Traffic-Related Air Pollution Impacts on Birth Outcomes

(2008) Michael Brauer et al.   ENVIRONMENTAL HEALTH PERSPECTIVES