Bayesian kernel machine regression‐causal mediation analysis

Invited Commentary: The Promise and Pitfalls of Causal Inference With Multivariate Environmental Exposures

(2021) Corwin M Zigler   AMERICAN JOURNAL OF EPIDEMIOLOGY

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

(2018) Jennifer F. Bobb 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

Misclassified exposure in epigenetic mediation analyses. Does DNA methylation mediate effects of smoking on birthweight?

(2017) Linda Valeri et al.   Epigenomics

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

Chemical mixtures and childrenʼs health

(2014) Birgit Claus Henn et al.   CURRENT OPINION IN PEDIATRICS

A prospective cohort study of the association between drinking water arsenic exposure and self-reported maternal health symptoms during pregnancy in Bangladesh

(2014) Molly L Kile et al.   Environmental Health

Mediation analysis when a continuous mediator is measured with error and the outcome follows a generalized linear model

(2014) Linda Valeri et al.   STATISTICS IN MEDICINE

Manganese exposure

(2013) Silvia Zoni et al.   CURRENT OPINION IN PEDIATRICS

Unraveling the Health Effects of Environmental Mixtures: An NIEHS Priority

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

Conceptual issues concerning mediation, interventions and composition

(2013) Tyler J. Vanderweele et al.   Statistics and Its Interface

Associations of Early Childhood Manganese and Lead Coexposure with Neurodevelopment

(2011) Birgit Claus Henn et al.   ENVIRONMENTAL HEALTH PERSPECTIVES

Critical windows of exposure for arsenic-associated impairment of cognitive function in pre-school girls and boys: a population-based cohort study

(2011) J. Hamadani et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Odds Ratios for Mediation Analysis for a Dichotomous Outcome

(2010) T. J. VanderWeele et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

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

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

Developmental Impacts of Heavy Metals and Undernutrition

(2010) Gail A. Wasserman et al.   BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY

Health Effects of Early Life Exposure to Arsenic

(2010) Marie Vahter   BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY

Maternal and Umbilical Cord Blood Levels of Arsenic, Cadmium, Manganese, and Lead in Rural Bangladesh

(2010) Molly Kile et al.   EPIDEMIOLOGY

Early Postnatal Blood Manganese Levels and Childrenʼs Neurodevelopment

(2010) Birgit Claus Henn et al.   EPIDEMIOLOGY