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

scientific article published on 04 October 2013

Statistical strategies for constructing health risk models with multiple pollutants and their interactions: possible choices and comparisons is …
instance of (P31):
scholarly articleQ13442814

External links are
P6179Dimensions Publication ID1032474330
P356DOI10.1186/1476-069X-12-85
P932PMC publication ID3857674
P698PubMed publication ID24093917

P50authorStuart BattermanQ37382311
John D. MeekerQ38639406
Zhichao SunQ38799829
Sung Kyun ParkQ39723719
Kelly K. FergusonQ40692994
Bhramar MukherjeeQ65930870
P2093author name stringShi Li
Yebin Tao
P2860cites workSemi-supervised methods to predict patient survival from gene expression dataQ24804682
Estimating the independent effects of multiple pollutants in the presence of measurement error: an application of a measurement-error-resistant techniqueQ24810917
Particulate matter, sulfur dioxide, and daily mortality in Chongqing, ChinaQ24814342
Long-term air pollution exposure and living close to busy roads are associated with COPD in womenQ25257204
An association between air pollution and mortality in six U.S. citiesQ27860513
Locally generated particulate pollution and respiratory symptoms in young childrenQ28756686
Exposure measurement error in time-series studies of air pollution: concepts and consequencesQ29615673
Postmenopausal Breast Cancer Is Associated with Exposure to Traffic-Related Air Pollution in Montreal, Canada: A Case–Control StudyQ33711116
Reduction in heart rate variability with traffic and air pollution in patients with coronary artery diseaseQ33789888
Estimating error in using residential outdoor PM2.5 concentrations as proxies for personal exposures: a meta-analysis.Q33837855
Epidemiology of fine particulate air pollution and human health: biologic mechanisms and who's at risk?Q33994804
Distributed lag non-linear modelsQ34389098
A cross-validation deletion-substitution-addition model selection algorithm: Application to marginal structural modelsQ34652338
A cohort study of traffic-related air pollution impacts on birth outcomesQ34777819
Distributed lag analyses of daily hospital admissions and source-apportioned fine particle air pollutionQ34834443
Urinary phthalate metabolites in relation to biomarkers of inflammation and oxidative stress: NHANES 1999-2006.Q35033943
Comparing exposure assessment methods for traffic-related air pollution in an adverse pregnancy outcome studyQ35043164
Outdoor air pollution, low birth weight, and prematurityQ35134755
Estimating the acute health effects of coarse particulate matter accounting for exposure measurement errorQ35452095
Using supervised principal components analysis to assess multiple pollutant effectsQ35573844
Exploration of oxidative stress and inflammatory markers in relation to urinary phthalate metabolites: NHANES 1999-2006.Q35672772
Mortality risk associated with short-term exposure to traffic particles and sulfatesQ35791028
Assessing uncertainty in spatial exposure models for air pollution health effects assessmentQ35925404
Practical advancement of multipollutant scientific and risk assessment approaches for ambient air pollutionQ36229218
Protecting human health from air pollution: shifting from a single-pollutant to a multipollutant approachQ36338206
Asthmatic symptoms among pupils in relation to winter indoor and outdoor air pollution in schools in Taiyuan, ChinaQ36381264
Fine particle sources and cardiorespiratory morbidity: an application of chemical mass balance and factor analytical source-apportionment methodsQ36535084
Impact of covariate models on the assessment of the air pollution-mortality association in a single- and multipollutant contextQ36856041
Is there evidence for synergy among air pollutants in causing health effects?Q37064762
Cardiovascular effects of air pollutionQ37240041
Reduced hierarchical models with application to estimating health effects of simultaneous exposure to multiple pollutantsQ37396392
Estimating error in using ambient PM2.5 concentrations as proxies for personal exposures: a review.Q37678127
Is the air pollution health research community prepared to support a multipollutant air quality management framework?Q37749876
Estimating the health effects of exposure to multi-pollutant mixtureQ37973849
Association between particulate- and gas-phase components of urban air pollution and daily mortality in eight Canadian citiesQ39655918
Pinnacles and pitfalls for source apportionment of potential health effects from airborne particle exposureQ39803894
Temperature, air pollution and total mortality during summers in Sydney, 1994-2004.Q39847836
A statistical method for assessing a threshold in epidemiological studiesQ41184376
Model selection and health effect estimation in environmental epidemiologyQ42659034
Cardiovascular mortality and exposure to airborne fine particulate matter and cigarette smoke: shape of the exposure-response relationshipQ43282874
Note on the distribution of air pollutantsQ43712264
Mortality displacement and distributed lag modelsQ44001640
Long-term exposure to traffic-related air pollution and lung cancer riskQ44314525
Dissecting effects of complex mixtures: who's afraid of informative priors?Q45160694
The effect of air pollution on lung development from 10 to 18 years of age.Q46097814
Bayesian model averaging in time-series studies of air pollution and mortalityQ46115431
Spatial analysis of air pollution and mortality in Los AngelesQ46196262
Air pollution and pulmonary function in asthmatic children: effects of prenatal and lifetime exposuresQ46312060
Deletion/substitution/addition algorithm in learning with applications in genomicsQ46444297
Bayesian distributed lag models: estimating effects of particulate matter air pollution on daily mortalityQ46658824
Factor analysis of household factors: are they associated with respiratory conditions in Chinese children?Q47976739
The question of nonlinearity in the dose-response relation between particulate matter air pollution and mortality: can Akaike's Information Criterion be trusted to take the right turn?Q51932630
Air pollution and mortality in Philadelphia, 1974-1988.Q52253446
Partial least-squares regression: a tutorialQ56112883
Air pollution in citiesQ56270770
PLS-regression: a basic tool of chemometricsQ56454404
Least angle regressionQ56907124
What Does Multi-Pollutant Air Pollution Research Mean?Q57014744
Quantitative assessments of indoor air pollution and respiratory health in a population-based sample of French dwellingsQ57113217
Factors influencing relationships between personal and ambient concentrations of gaseous and particulate pollutantsQ57232637
Bayesian Analysis in Expert SystemsQ57394051
Association between personal exposure to volatile organic compounds and asthma among US adult populationQ79938161
Panel discussion review: session four--assessing biological plausibility of epidemiological findings in air pollution researchQ80198810
The relationship between diabetes mellitus and traffic-related air pollutionQ80477738
Association of daily asthma emergency department visits and hospital admissions with ambient air pollutants among the pediatric Medicaid population in Detroit: time-series and time-stratified case-crossover analyses with threshold effectsQ84565719
P433issue1
P921main subjectstatisticsQ12483
P304page(s)85
P577publication date2013-10-04
P1433published inEnvironmental HealthQ15733766
P1476titleStatistical strategies for constructing health risk models with multiple pollutants and their interactions: possible choices and comparisons
P478volume12

Reverse relations

cites work (P2860)
Q28395570A Systematic Comparison of Linear Regression-Based Statistical Methods to Assess Exposome-Health Associations
Q42643182A birth cohort study in the Middle East: the Qatari birth cohort study (QBiC) phase I.
Q52347355A multivariate approach to investigate the combined biological effects of multiple exposures.
Q33909939A systematic comparison of statistical methods to detect interactions in exposome-health associations
Q64092430A tensor product quasi-Poisson model for estimating health effects of multiple ambient pollutants on mortality
Q46328418Acute respiratory symptoms associated with short term fluctuations in ambient pollutants among schoolchildren in Durban, South Africa
Q50327475Adolescent epigenetic profiles and environmental exposures from early life through peri-adolescence.
Q37220674Association between phthalate exposure and lower handgrip strength in an elderly population: a repeated-measures study
Q35794397Associations between ambient air pollutant mixtures and pediatric asthma emergency department visits in three cities: a classification and regression tree approach
Q37688882Classification and regression trees for epidemiologic research: an air pollution example
Q28833339Combined Effects of Prenatal Exposures to Environmental Chemicals on Birth Weight
Q41671843Construction of environmental risk score beyond standard linear models using machine learning methods: application to metal mixtures, oxidative stress and cardiovascular disease in NHANES.
Q30239874Current approaches used in epidemiologic studies to examine short-term multipollutant air pollution exposures
Q31164482Environmental risk score as a new tool to examine multi-pollutants in epidemiologic research: an example from the NHANES study using serum lipid levels
Q49916320Evaluating effects of prenatal exposure to phthalate mixtures on birth weight: A comparison of three statistical approaches
Q35769410Exploring associations between multipollutant day types and asthma morbidity: epidemiologic applications of self-organizing map ambient air quality classifications
Q36112088Exposure to Endocrine-Disrupting Chemicals during Pregnancy and Weight at 7 Years of Age: A Multi-pollutant Approach
Q29048605Exposure to multiple chemicals in a cohort of reproductive-aged Danish women
Q47614325Exposure to polybrominated diphenyl ethers (PBDEs) and child behavior: Current findings and future directions
Q42617846Gestational exposure to endocrine disrupting chemicals in relation to infant birth weight: a Bayesian analysis of the HOME Study
Q29227394Informatics and Data Analytics to Support Exposome-Based Discovery for Public Health
Q38794988Ki-67 and Cell Cycle Regulators p53, p63 and cyclinD1 as Prognostic Markers for Recurrence/ Progression of Bladder Urothelial Carcinoma
Q38462749Particulate matter components, sources, and health: Systematic approaches to testing effects
Q40137662Perfluoroalkyl Substances during Pregnancy and Offspring Weight and Adiposity at Birth: Examining Mediation by Maternal Fasting Glucose in the Healthy Start Study
Q38674172Pesticide Exposure and Risk of Rheumatoid Arthritis among Licensed Male Pesticide Applicators in the Agricultural Health Study
Q59792221Prenatal exposure to phthalates and autism spectrum disorder in the MARBLES study
Q51652544Some challenges of studies aiming to relate the Exposome to human health.
Q49501840Statistical Approaches to Address Multi-Pollutant Mixtures and Multiple Exposures: the State of the Science
Q57922286Statistical software for analyzing the health effects of multiple concurrent exposures via Bayesian kernel machine regression
Q34029630Studying the impact of early life exposures to pesticides on the risk of testicular germ cell tumors during adulthood (TESTIS project): study protocol
Q30235960The Exposome Research Paradigm: an Opportunity to Understand the Environmental Basis for Human Health and Disease
Q38558531The Pregnancy Exposome
Q61795623The Short-Term Effects of Ambient Air Pollutants on Childhood Asthma Hospitalization in Taiwan: A National Study
Q50599671The association of air pollution with birthweight and gestational age: evidence from Hong Kong's 'Children of 1997' birth cohort.
Q64059902Two-step approach for assessing the health effects of environmental chemical mixtures: application to simulated datasets and real data from the Navajo Birth Cohort Study
Q92503906Unexplained Variance in Hydration Study
Q28389189Urinary metals and heart rate variability: a cross-sectional study of urban adults in Wuhan, China
Q33942140Using community level strategies to reduce asthma attacks triggered by outdoor air pollution: a case crossover analysis.
Q38667756Using machine learning to identify air pollution exposure profiles associated with early cognitive skills among U.S. children
Q36456222What Can Epidemiological Studies Tell Us about the Impact of Chemical Mixtures on Human Health?