Powering research through innovative methods for mixtures in epidemiology (PRIME) program: novel and expanded statistical methods

BR Joubert, MA Kioumourtzoglou… - International Journal of …, 2022 - mdpi.com
Humans are exposed to a diverse mixture of chemical and non-chemical exposures across
their lifetimes. Well-designed epidemiology studies as well as sophisticated exposure …

A review of common statistical methods for dealing with multiple pollutant mixtures and multiple exposures

G Zhu, Y Wen, K Cao, S He, T Wang - Frontiers in Public Health, 2024 - frontiersin.org
Traditional environmental epidemiology has consistently focused on studying the impact of
single exposures on specific health outcomes, considering concurrent exposures as …

Childhood exposures to environmental chemicals and neurodevelopmental outcomes in congenital heart disease

JW Gaynor, NB Burnham, RF Ittenbach, M Gerdes… - PloS one, 2022 - journals.plos.org
Background Children with congenital heart defects have an increased risk of
neurodevelopmental disability. The impact of environmental chemical exposures during …

Multiple Data Imputation Methods Advance Risk Analysis and Treatability of Co-occurring Inorganic Chemicals in Groundwater

AU Mahmood, M Islam, AV Gulyuk… - Environmental …, 2024 - ACS Publications
Accurately assessing and managing risks associated with inorganic pollutants in
groundwater is imperative. Historic water quality databases are often sparse due to rationale …

[HTML][HTML] Revisiting the complex time-varying effect of non-pharmaceutical interventions on COVID-19 transmission in the United States

G Wu, W Zhang, W Wu, P Wang, Z Huang… - Frontiers in Public …, 2024 - frontiersin.org
Introduction Although the global COVID-19 emergency ended, the real-world effects of
multiple non-pharmaceutical interventions (NPIs) and the relative contribution of individual …

The impact of correlated exposures and missing data on multiple informant models used to identify critical exposure windows

JR Bather, NJ Horton, BA Coull… - Statistics in …, 2023 - Wiley Online Library
There has been heightened interest in identifying critical windows of exposure for adverse
health outcomes; that is, time points during which exposures have the greatest impact on a …

Smooth and shape-constrained quantile distributed lag models

Y Jin, AJ Molstad, A Wilson, J Antonelli - arXiv preprint arXiv:2408.08450, 2024 - arxiv.org
Exposure to environmental pollutants during the gestational period can significantly impact
infant health outcomes, such as birth weight and neurological development. Identifying …

Low-rank longitudinal factor regression

G Palmer, AH Herring, DB Dunson - arXiv preprint arXiv:2311.16470, 2023 - arxiv.org
Developmental epidemiology commonly focuses on assessing the association between
multiple early life exposures and childhood health. Statistical analyses of data from such …

[PDF][PDF] 加权分位数和回归模型的应用及R 软件实现

李珽君, 黄俊理, 陈海建, 莫春宝 - 预防医学, 2023 - zjyfyxzz.com
在流行病学研究中, 相较于单一因素的暴露, 多因素同时暴露的情况更为常见.
传统模型在评价多因素联合暴露时存在数据维度高, 多重共线性等问题[1], 因此, CARRICO 等[2] …

Contributions to Design and Analysis of Pediatric HIV Studies

JR Bather - 2023 - search.proquest.com
Youth with perinatal HIV exposure have demonstrated higher rates of emotional---
behavioral problems than the general US youth population. However, more evidence is …