A review of practical statistical methods used in epidemiological studies to estimate the health effects of multi-pollutant mixture
Published 2022 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
A review of practical statistical methods used in epidemiological studies to estimate the health effects of multi-pollutant mixture
Authors
Keywords
-
Journal
ENVIRONMENTAL POLLUTION
Volume 306, Issue -, Pages 119356
Publisher
Elsevier BV
Online
2022-04-27
DOI
10.1016/j.envpol.2022.119356
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Imputation of Below Detection Limit Missing Data in Chemical Mixture Analysis with Bayesian Group Index Regression
- (2022) Matthew Carli et al. International Journal of Environmental Research and Public Health
- Short term associations of ambient nitrogen dioxide with daily total, cardiovascular, and respiratory mortality: multilocation analysis in 398 cities
- (2021) Xia Meng et al. BMJ-British Medical Journal
- Predicting environmental risk factors in relation to health outcomes among school children from Romania using random forest model - An analysis of data from the SINPHONIE project
- (2021) Ziqiang Lin et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Developing a multivariate prediction model of antibody features associated with protection of malaria-infected pregnant women from placental malaria
- (2021) Elizabeth H Aitken et al. eLife
- Blood DNA Methylation and Incident Coronary Heart Disease
- (2021) Ana Navas-Acien et al. JAMA Cardiology
- Environmental exposure to perfluoroalkyl substances in early pregnancy, maternal glucose homeostasis and the risk of gestational diabetes: A prospective cohort study
- (2021) Guoqi Yu et al. ENVIRONMENT INTERNATIONAL
- Associations between urinary phthalate metabolite concentrations and markers of liver injury in the US adult population
- (2021) Linling Yu et al. ENVIRONMENT INTERNATIONAL
- Prenatal Exposure to Nonpersistent Chemical Mixtures and Fetal Growth: A Population-Based Study
- (2021) Michiel A. van den Dries et al. ENVIRONMENTAL HEALTH PERSPECTIVES
- Intrauterine antibiotic exposure affected neonatal gut bacteria and infant growth speed
- (2021) Yuhan Zhou et al. ENVIRONMENTAL POLLUTION
- Prenatal exposure to mixtures of heavy metals and neurodevelopment in infants at 6 months
- (2020) Surabhi Shah-Kulkarni et al. ENVIRONMENTAL RESEARCH
- Environment-Wide Association Study of CKD
- (2020) Jeonghwan Lee et al. Clinical Journal of the American Society of Nephrology
- Acrylamide Exposure and Oxidative DNA Damage, Lipid Peroxidation, and Fasting Plasma Glucose Alteration: Association and Mediation Analyses in Chinese Urban Adults
- (2020) Bin Wang et al. DIABETES CARE
- A Quantile-Based g-Computation Approach to Addressing the Effects of Exposure Mixtures
- (2020) Alexander P. Keil et al. ENVIRONMENTAL HEALTH PERSPECTIVES
- Combined exposure to phthalate esters and phosphate flame retardants and plasticizers and their associations with wheeze and allergy symptoms among school children
- (2020) Atsuko Araki et al. ENVIRONMENTAL RESEARCH
- Design and methodology challenges of environment-wide association studies: A systematic review
- (2020) Yi Zheng et al. ENVIRONMENTAL RESEARCH
- Study of cardiovascular disease prediction model based on random forest in eastern China
- (2020) Li Yang et al. Scientific Reports
- Accounting for the uncertainty due to chemicals below the detection limit in mixture analysis
- (2020) Paul M. Hargarten et al. ENVIRONMENTAL RESEARCH
- Exposure to acrylamide and reduced heart rate variability: The mediating role of transforming growth factor-β
- (2020) Bin Wang et al. JOURNAL OF HAZARDOUS MATERIALS
- Cross-sectional and longitudinal associations between urinary zinc and lung function among urban adults in China
- (2020) Min Zhou et al. THORAX
- Prenatal and early childhood exposure to phthalates and childhood behavior at age 7 years
- (2020) Sharon Daniel et al. ENVIRONMENT INTERNATIONAL
- Logistic LASSO Regression for Dietary Intakes and Breast Cancer
- (2020) Archana J. McEligot et al. Nutrients
- Urinary metal mixtures and longitudinal changes in glucose homeostasis: The Study of Women’s Health Across the Nation (SWAN)
- (2020) Xin Wang et al. ENVIRONMENT INTERNATIONAL
- Environment-wide association study on childhood obesity in the U.S.
- (2020) Uloma Igara Uche et al. ENVIRONMENTAL RESEARCH
- Cadmium exposure, fasting blood glucose changes, and type 2 diabetes mellitus: A longitudinal prospective study in China
- (2020) Lili Xiao et al. ENVIRONMENTAL RESEARCH
- Estimating the Combined Effects of Natural and Built Environmental Exposures on Birthweight among Urban Residents in Massachusetts
- (2020) Maayan Yitshak-Sade et al. International Journal of Environmental Research and Public Health
- Associations of urinary carbon disulfide metabolite with oxidative stress, plasma glucose and risk of diabetes among urban adults in China
- (2020) Tao Xu et al. ENVIRONMENTAL POLLUTION
- Statistical Methodology in Studies of Prenatal Exposure to Mixtures of Endocrine-Disrupting Chemicals: A Review of Existing Approaches and New Alternatives
- (2019) Nina Lazarevic et al. ENVIRONMENTAL HEALTH PERSPECTIVES
- Joint effect of polycyclic aromatic hydrocarbons and phthalates exposure on telomere length and lung function
- (2019) Jian Hou et al. JOURNAL OF HAZARDOUS MATERIALS
- Early prenatal exposure to suspected endocrine disruptor mixtures is associated with lower IQ at age seven
- (2019) Eva M. Tanner et al. ENVIRONMENT INTERNATIONAL
- Evaluating associations between early pregnancy trace elements mixture and 2nd trimester gestational glucose levels: A comparison of three statistical approaches
- (2019) Yinnan Zheng et al. INTERNATIONAL JOURNAL OF HYGIENE AND ENVIRONMENTAL HEALTH
- A Precision Environment-Wide Association Study of Hypertension via Supervised Cadre Models
- (2019) Alexander New et al. IEEE Journal of Biomedical and Health Informatics
- Gene-gene interaction: the curse of dimensionality
- (2019) Amrita Chattopadhyay et al. Annals of Translational Medicine
- Toward a panoramic perspective of the association between environmental factors and cardiovascular disease: An environment-wide association study from National Health and Nutrition Examination Survey 1999–2014
- (2018) Xiaodong Zhuang et al. ENVIRONMENT INTERNATIONAL
- Association between prenatal exposure to multiple insecticides and child body weight and body composition in the VHEMBE South African birth cohort
- (2018) Eric Coker et al. ENVIRONMENT INTERNATIONAL
- Regulate to reduce chemical mixture risk
- (2018) Andreas Kortenkamp et al. SCIENCE
- The Curse of Dimensionality
- (2018) Niketu P. Patel et al. ANESTHESIOLOGY
- Statistical software for analyzing the health effects of multiple concurrent exposures via Bayesian kernel machine regression
- (2018) Jennifer F. Bobb et al. Environmental Health
- Associations of cumulative exposure to heavy metal mixtures with obesity and its comorbidities among U.S. adults in NHANES 2003–2014
- (2018) Xin Wang et al. ENVIRONMENT INTERNATIONAL
- Mediating factors explaining the associations between polycyclic aromatic hydrocarbons exposure, low socioeconomic status and diabetes: A structural equation modeling approach
- (2018) Lu Wang et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Approaches for incorporating environmental mixtures as mediators in mediation analysis
- (2018) Andrea Bellavia et al. ENVIRONMENT INTERNATIONAL
- Association between exposure to a mixture of phenols, pesticides, and phthalates and obesity: Comparison of three statistical models
- (2018) Yuqing Zhang et al. ENVIRONMENT INTERNATIONAL
- 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
- Collinearity and Causal Diagrams
- (2017) Enrique F. Schisterman et al. EPIDEMIOLOGY
- City housing atmospheric pollutant impact on emergency visit for asthma: A classification and regression tree approach
- (2017) Julie Mazenq et al. RESPIRATORY MEDICINE
- Using Structural Equation Modeling to Assess the Links between Tobacco Smoke Exposure, Volatile Organic Compounds, and Respiratory Function for Adolescents Aged 6 to 18 in the United States
- (2017) Bonnie Shook-Sa et al. International Journal of Environmental Research and Public Health
- Urinary Polycyclic Aromatic Hydrocarbon Metabolites and Altered Lung Function in Wuhan, China
- (2016) Yun Zhou et al. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE
- What Can Epidemiological Studies Tell Us about the Impact of Chemical Mixtures on Human Health?
- (2016) Joseph M. Braun et al. ENVIRONMENTAL HEALTH PERSPECTIVES
- U-Shaped Association between Plasma Manganese Levels and Type 2 Diabetes
- (2016) Zhilei Shan et al. ENVIRONMENTAL HEALTH PERSPECTIVES
- Environmental pollutants and child health—A review of recent concerns
- (2016) Martine Vrijheid et al. INTERNATIONAL JOURNAL OF HYGIENE AND ENVIRONMENTAL HEALTH
- Prenatal exposure to environmental chemical contaminants and asthma and eczema in school-age children
- (2015) L. A. M. Smit et al. ALLERGY
- Prenatal Phthalate, Perfluoroalkyl Acid, and Organochlorine Exposures and Term Birth Weight in Three Birth Cohorts: Multi-Pollutant Models Based on Elastic Net Regression
- (2015) Virissa Lenters et al. ENVIRONMENTAL HEALTH PERSPECTIVES
- Comparison of Splitting Methods on Survival Tree
- (2015) Asanao Shimokawa et al.
- Comparison of Splitting Methods on Survival Tree
- (2015) Asanao Shimokawa et al. International Journal of Biostatistics
- Additive Synergism between Asbestos and Smoking in Lung Cancer Risk: A Systematic Review and Meta-Analysis
- (2015) Yuwadee Ngamwong et al. PLoS One
- 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
- Characterization of Weighted Quantile Sum Regression for Highly Correlated Data in a Risk Analysis Setting
- (2014) Caroline Carrico et al. JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS
- An environmental wide association study (EWAS) approach to the metabolic syndrome
- (2013) P. Monica Lind et al. ENVIRONMENT INTERNATIONAL
- Estimating the Health Effects of Exposure to Multi-Pollutant Mixture
- (2012) Cécile Billionnet et al. ANNALS OF EPIDEMIOLOGY
- Quantitative assessments of indoor air pollution and respiratory health in a population-based sample of French dwellings
- (2011) Cécile Billionnet et al. ENVIRONMENTAL RESEARCH
- Estimating Population Distributions When Some Data Are Below a Limit of Detection by Using a Reverse Kaplan-Meier Estimator
- (2010) Brenda W. Gillespie et al. EPIDEMIOLOGY
- An Environment-Wide Association Study (EWAS) on Type 2 Diabetes Mellitus
- (2010) Chirag J. Patel et al. PLoS One
- On the adaptive elastic-net with a diverging number of parameters
- (2009) Hui Zou et al. ANNALS OF STATISTICS
- Is There Evidence for Synergy Among Air Pollutants in Causing Health Effects?
- (2008) Joe L. Mauderly et al. ENVIRONMENTAL HEALTH PERSPECTIVES
- Human health effects of air pollution
- (2007) Marilena Kampa et al. ENVIRONMENTAL POLLUTION
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started