L
Linda Valeri
Researcher at Columbia University
Publications - 108
Citations - 5174
Linda Valeri is an academic researcher from Columbia University. The author has contributed to research in topics: Medicine & Population. The author has an hindex of 22, co-authored 89 publications receiving 3140 citations. Previous affiliations of Linda Valeri include McLean Hospital & Harvard University.
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Journal ArticleDOI
Mediation analysis allowing for exposure-mediator interactions and causal interpretation: theoretical assumptions and implementation with SAS and SPSS macros.
TL;DR: The developments in mediation analysis for nonlinear models within the counterfactual framework within the psychology audience is brought to an accessible format and the types of inferences about mediation that are allowed by a variety of software macros are compared.
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Bayesian kernel machine regression for estimating the health effects of multi-pollutant mixtures
Jennifer F. Bobb,Linda Valeri,Birgit Claus Henn,David C. Christiani,Robert O. Wright,Maitreyi Mazumdar,John J. Godleski,Brent A. Coull +7 more
TL;DR: Bayesian kernel machine regression (BKMR) is introduced as a new approach to study mixtures, in which the health outcome is regressed on a flexible function of the mixture that is specified using a kernel function.
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Statistical software for analyzing the health effects of multiple concurrent exposures via Bayesian kernel machine regression
TL;DR: This paper introduces an open-source software package in the R programming language, the bkmr R package, and demonstrates methods for visualizing high-dimensional exposure-response functions, and for estimating scientifically relevant summaries of Bayesian kernel machine regression.
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The Joint Effect of Prenatal Exposure to Metal Mixtures on Neurodevelopmental Outcomes at 20-40 Months of Age: Evidence from Rural Bangladesh
Linda Valeri,Linda Valeri,Maitreyi Mazumdar,Maitreyi Mazumdar,Jennifer F. Bobb,Birgit Claus Henn,Ema G. Rodrigues,Ema G. Rodrigues,Omar Sharif,Molly L. Kile,Quazi Quamruzzaman,Sakila Afroz,Mostafa Golam,Citra Amarasiriwardena,David C. Bellinger,David C. Bellinger,David C. Christiani,Brent A. Coull,Robert O. Wright +18 more
TL;DR: Evidence of neurotoxicity of the mixture, as well as potential synergism between arsenic and manganese, is found, suggesting that arsenic might be a potentiator of mangansese toxicity.
Journal ArticleDOI
DNA hypomethylation, ambient particulate matter, and increased blood pressure: findings from controlled human exposure experiments.
Andrea Bellavia,Bruce Urch,Mary Speck,Robert D. Brook,Jeremy A. Scott,Benedetta Albetti,Behrooz Behbod,Michelle L. North,Linda Valeri,Pier Alberto Bertazzi,Frances Silverman,Diane R. Gold,Andrea A. Baccarelli +12 more
TL;DR: The results provide the first experimental evidence of PM‐induced DNA hypomethylation and its correlation to BP, and provide novel evidence of effects of coarse PM on BP and confirm effects of fine PM.