Statistical software for analyzing the health effects of multiple concurrent exposures via Bayesian kernel machine regression

A systematic comparison of statistical methods to detect interactions in exposome-health associations

(2017) Jose Barrera-Gómez et al.   Environmental Health

The Joint Effect of Prenatal Exposure to Metal Mixtures on Neurodevelopmental Outcomes at 20–40 Months of Age: Evidence from Rural Bangladesh

(2017) Linda Valeri et al.   ENVIRONMENTAL HEALTH PERSPECTIVES

A Systematic Comparison of Linear Regression–Based Statistical Methods to Assess Exposome-Health Associations

(2016) Lydiane Agier et al.   ENVIRONMENTAL HEALTH PERSPECTIVES

What Can Epidemiological Studies Tell Us about the Impact of Chemical Mixtures on Human Health?

(2016) Joseph M. Braun et al.   ENVIRONMENTAL HEALTH PERSPECTIVES

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

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

(2014) Jennifer F. Bobb et al.   BIOSTATISTICS

The identification of complex interactions in epidemiology and toxicology: a simulation study of boosted regression trees

(2014) Erik Lampa et al.   Environmental Health

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

(2013) Zhichao Sun et al.   Environmental Health

Unraveling the Health Effects of Environmental Mixtures: An NIEHS Priority

(2013) Danielle J. Carlin et al.   ENVIRONMENTAL HEALTH PERSPECTIVES

A Kernel Regression Approach to Gene-Gene Interaction Detection for Case-Control Studies

(2013) Nicholas B. Larson et al.   GENETIC EPIDEMIOLOGY

Reduced hierarchical models with application to estimating health effects of simultaneous exposure to multiple pollutants

(2013) Jennifer F. Bobb et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Estimating the Health Effects of Exposure to Multi-Pollutant Mixture

(2012) Cécile Billionnet et al.   ANNALS OF EPIDEMIOLOGY

Variable Selection for Nonparametric Gaussian Process Priors: Models and Computational Strategies

(2011) Terrance Savitsky et al.   STATISTICAL SCIENCE

Bayes and empirical-Bayes multiplicity adjustment in the variable-selection problem

(2010) James G. Scott et al.   ANNALS OF STATISTICS

Identifying Subsets of Complex Mixtures Most Associated With Complex Diseases

(2010) Chris Gennings et al.   EPIDEMIOLOGY

Protecting Human Health From Air Pollution

(2010) Francesca Dominici et al.   EPIDEMIOLOGY

Gaussian predictive process models for large spatial data sets

(2008) Sudipto Banerjee et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY