Model choice in time series studies of air pollution and mortality

No abstract is available for this paper.

• Publication year

  2006

• Venue

  Journal of the Royal Statistical Society: Series A (Statistics in Society)

• Publication date

  2006-03-01

• Fields of study

  Environmental Science

• Identifiers
  DOI 10.1111/j.1467-985X.2006.00410.x
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Meta-analysis of the Italian Studies of Short-term Effects of Air Pollution (MISA), 1990–1999

  2005cited by this paper
• Are the acute effects of particulate matter on mortality in the National Morbidity, Mortality, and Air Pollution Study the result of inadequate control for weather and season? A sensitivity analysis using flexible distributed lag models.

  2005cited by this paper
• Are the Acute Effects of PM10 on Mortality in NMMAPS the Result of Inadequate Control for Weather and Season? A Sensitivity Analysis Using Flexible Distributed Lag Models

  2005cited by this paper
• Seasonal analyses of air pollution and mortality in 100 US cities.

  2005cited by this paper
• Revised Analyses of the National Morbidity, Mortality, and Air Pollution Study: Mortality Among Residents Of 90 Cities

  2005influential reference
• Analysis of health outcome time series data in epidemiological studies

  2004influential reference
• Underestimation of Standard Errors in Multi-site Time Series Studies

  2004cited by this paper
• Time-series studies of particulate matter.

  2004influential reference
• Improved Semiparametric Time Series Models of Air Pollution and Mortality

  2004influential reference
• [Meta-analysis of the Italian studies on short-term effects of air pollution--MISA 1996-2002].

  2004cited by this paper
• A Review of Time-Series Studies Used to Evaluate the Short-Term Effects of Air Pollution on Human Health

  2003cited by this paper
• Approximations and consistency of Bayes factors as model dimension grows

  2003cited by this paper
• Investigating the dose-response relation between air pollution and total mortality in the APHEA-2 multicity project

  2003cited by this paper
• Is the association of airborne particles with daily deaths confounded by gaseous air pollutants? An approach to control by matching.

  2003cited by this paper
• Introduction to Time Series and Forecasting

  2003cited by this paper
• The Effect of Concurvity in Generalized Additive Models Linking Mortality to Ambient Particulate Matter

  2003cited by this paper
• Minimum Description Length Model Selection Criteria for Generalized Linear Models

  2003cited by this paper
• Revised Analyses of Time-Series Studies of Air Pollution and Health

  2003cited by this paper
• Smoothing Spline Anova Models

  2002cited by this paper
• On the use of generalized additive models in time-series studies of air pollution and health.

  2002cited by this paper
• The Temporal Pattern of Mortality Responses to Air Pollution: A Multicity Assessment of Mortality Displacement

  2002cited by this paper
• Air Pollution and Mortality

  2002cited by this paper
• Temperature and mortality in 11 cities of the eastern United States.

  2002cited by this paper
• Is There Harvesting in the Association of Airborne Particles with Daily Deaths and Hospital Admissions?

  2001cited by this paper
• Confounding and effect modification in the short-term effects of ambient particles on total mortality: within the APHEA2 project

  2001cited by this paper
• Confounding and Effect Modification in the Short-Term Effects of Ambient Particles on Total Mortality: Results from 29 European Cities within the APHEA2 Project

  2001cited by this paper
• Associations between daily cause-specific mortality and concentrations of ground-level ozone in Montreal, Quebec.

  2001cited by this paper
• [Meta-analysis of the Italian studies on short-term effects of air pollution].

  2001cited by this paper
• Investigating regional differences in short-term effects of air pollution on daily mortality in the APHEA project: a sensitivity analysis for controlling long-term trends and seasonality.

  2001cited by this paper
• Simulation from Wishart Distributions with Eigenvalue Constraints

  2000cited by this paper
• Transitional Regression Models, with Application to Environmental Time Series

  2000cited by this paper
• Estimating particulate matter-mortality dose-response curves and threshold levels: an analysis of daily time-series for the 20 largest US cities.

  2000cited by this paper
• The National Morbidity, Mortality, and Air Pollution Study. Part I: Methods and methodologic issues.

  2000influential reference
• Modelling and smoothing parameter estimation with multiple quadratic penalties

  2000influential reference
• Generalized additive distributed lag models: quantifying mortality displacement.

  2000cited by this paper
• Do respiratory epidemics confound the association between air pollution and daily deaths?

  2000cited by this paper
• Harvesting and long term exposure effects in the relation between air pollution and mortality.

  2000influential reference
• The National Morbidity, Mortality, and Air Pollution Study. Part II: Morbidity and mortality from air pollution in the United States.

  2000influential reference
• The distributed lag between air pollution and daily deaths.

  2000cited by this paper
• Inference for multivariate normal hierarchical models

  2000cited by this paper
• Combining evidence on air pollution and daily mortality from the 20 largest US cities: a hierarchical modelling strategy

  2000cited by this paper
• Model uncertainty and health effect studies for particulate matter

  2000cited by this paper
• A case-crossover analysis of air pollution and mortality in Philadelphia.

  1999cited by this paper
• Harvesting-resistant estimates of air pollution effects on mortality.

  1999cited by this paper
• Comments on the Paper by

  1999cited by this paper
• Particulate Air Pollution: Injurious and Protective Mechanisms in the Lungs

  1999cited by this paper
• A woman's own birth weight and gestational age predict her later risk of developing preeclampsia, a precursor of chronic disease.

  1999cited by this paper
• Does weather confound or modify the association of particulate air pollution with mortality? An analysis of the Philadelphia data, 1973-1980.

  1998cited by this paper
• Introduction to time series and forecasting

  1998cited by this paper
• Direct generalized additive modeling with penalized likelihood

  1998cited by this paper
• Bidirectional case-crossover designs for exposures with time trends.

  1998cited by this paper
• The effect of the urban ambient air pollution mix on daily mortality rates in 11 Canadian cities.

  1998cited by this paper
• Air pollution and mortality in Philadelphia, 1974-1988.

  1997cited by this paper
• Particulate air pollution.

  1996cited by this paper
• Flexible smoothing with B-splines and penalties

  1996cited by this paper
• Air Quality Criteria for Particulate Matter

  1996cited by this paper
• Pattern recognition and neural networks

  1996cited by this paper
• REVIEW OF EPIDEMIOLOGICAL EVIDENCE OF HEALTH EFFECTS OF PARTICULATE AIR POLLUTION

  1995cited by this paper
• Analysis of Additive Dependencies and Concurvities Using Smallest Additive Principal Components

  1994cited by this paper
• Nonparametric regression and generalized linear models

  1994cited by this paper
• Total suspended particulate matter and daily mortality in Cincinnati, Ohio.

  1994cited by this paper
• Nonparametric smoothing in the analysis of air pollution and respiratory illness

  1994influential reference
• Nonparametric Regression and Generalized Linear Models: A roughness penalty approach

  1993cited by this paper
• Particulate air pollution and daily mortality in Steubenville, Ohio.

  1992cited by this paper
• Linear Smoothers and Additive Models

  1989influential reference
• Kernel smoothing in partial linear models

  1988influential reference
• Convergence rates for partially splined models

  1986influential reference
• Generalized Additive Models

  1986cited by this paper
• Comments on Model Selection Criteria of Akaike and Schwarz

  1979cited by this paper
• Estimating the Dimension of a Model

  1978influential reference
• Identification of Dynamic Regression (Distributed Lag) Models Connecting Two Time Series

  1977cited by this paper
• Selection of the order of an autoregressive model by Akaike's information criterion

  1976cited by this paper
• Information Theory and an Extension of the Maximum Likelihood Principle

  1973cited by this paper
• mgcv: GAMs and Generalized Ridge Regression for R

  year unknowncited by this paper
• Semiparametric Regression

  year unknowninfluential reference

• Association between air pollution exposure, physical activity, and risk for cardiometabolic multimorbidity incidence: a cohort study from China

  2026cites this paper
• Using GAM and DLNM to assess the impact of outdoor air quality on respiratory diseases in Nakhon Ratchasima municipality, Thailand

  2026cites this paper
• Pollen Exposure and Risk of Childhood Allergic Diseases in a Semi-Arid Region: Effects of Pollen Types and Seasons.

  2026cites this paper
• Rising temperatures and heat waves as drivers of Salmonella and Campylobacter bacteraemia across diverse climatic zones in Queensland, Australia.

  2026cites this paper
• Application of DLNM Framework to Analyze PM2.5 Impact on Respiratory Mortality with COVID-19 Effect Modification

  2025cites this paper
• Nonconvex Penalized LAD Estimation in Partial Linear Models with DNNs: Asymptotic Analysis and Proximal Algorithms

  2025cites this paper
• Efficiency of case-crossover versus time-series study designs for extreme heat exposures

  2025cites this paper
• A mediation analysis of meteorological factors on the association between ambient carbon monoxide and tuberculosis outpatients visits

  2025cites this paper
• When safe Isn’t safe: Ischemic heart disease mortality below PM2.5 standards in urban and suburban Bangkok under tropical temperature extremes

  2025cites this paper
• The impact of air pollution on cardiovascular and respiratory mortality in makkah, Saudi Arabia, during the Hajj cultural events and COVID-19 outbreak

  2025cites this paper
• Cold temperature-related attributable risk for emergency circulatory hospitalizations, length of stay, and healthcare costs in Hong Kong.

  2025cites this paper
• Quantifying the temporal trends of the combined effect of temperature and relative humidity on hand, foot, and mouth disease in Yunnan, China

  2025cites this paper
• Air Pollution and Childhood Asthma Hospitalizations in Chengdu, China: A Time-Series Study

  2025cites this paper
• Modeling the Health Burden of PM2.5: Forecasting Hospital Admissions and Medical Demand in Bangkok and Neighboring Regions

  2025cites this paper
• Assessing the impact of compound heatwave-ozone event with varied definitions on mortality risk in Hong Kong.

  2025cites this paper
• Assessing numerical error bound of classic grey prediction model: An application to the transport performance of China's civil aviation industry

  2025cites this paper
• Ambient temperature-related attributable risk for emergency asthma hospitalizations and length of stay in Hong Kong

  2025cites this paper
• Associations between short-term exposure to fine particulate matter with ischemic stroke mortality and the role of green space: a time-series study in Zibo, China

  2025cites this paper
• Prenatal Exposure to Fine Particulate Matter Components and Autism Risk in Childhood

  2025cites this paper
• Characterization of ambient air quality and its relationship with respiratory morbidity in typical cities of Northwest China (NWC)

  2025cites this paper
• Environmental drivers of tuberculosis transmission in Guangdong, China: Integrating generalized additive models and dynamic simulations.

  2025cites this paper
• Investigating the Acute Effects of Black Carbon, PM2.5 Exposure, and Temperature on Asthma and Respiratory-Related Emergency Department Visits and Hospitalizations in Mississippi.

  2025cites this paper
• Dose-response of greenness, air pollution, and female reproductive aging: a community-based nationwide study in China.

  2025cites this paper
• Associations between short-term exposure to ambient air pollution and stroke mortality in Nanchang, China

  2025cites this paper
• The Impact of Ambient PM2.5 on Emergency Ambulance Dispatches Due to Circulatory System Disease Modified by Season and Temperature in Shenzhen, China

  2025cites this paper
• The effect of tropospheric low-value ozone exposure on the mortality risk of ischemic heart disease and stroke on the example of Yibin (southwestern China)

  2025cites this paper
• Association between short-term air pollutants and psoriasis outpatient visits: a time series study in Nanchang, China

  2025cites this paper
• The study of the correlation between pollutants and their interactions on the incidence of tuberculosis in Changping District based on distribution models

  2025cites this paper
• Effects of ambient temperature on chronic obstructive pulmonary disease (COPD) mortality in highly polluted region

  2024cites this paper
• The Utility of Socioeconomic and Remoteness Indicators in Understanding the Geographical Variation in the Regional Prevalence of Early Childhood Vulnerability in Australia

  2024cites this paper
• Non-linear effects of meteorological factors on COVID-19: An analysis of 440 counties in the americas

  2024cites this paper
• On the PM2.5 -- Mortality Association: A Bayesian Model for Spatio-Temporal Confounding

  2024influential citation
• The impact of climate variability on dengue fever risk in central java, Indonesia

  2024cites this paper
• The Association between Short-Term Exposure to PM1 and Daily Hospital Admission and Related Expenditures in Beijing

  2024cites this paper
• Relationship between extreme precipitation and acute gastrointestinal illness in Toronto, Ontario, 2012–2022

  2024cites this paper
• Impacts of heatwaves on type 2 diabetes mortality in China: a comparative analysis between coastal and inland cities

  2024cites this paper
• Statistical inference and neural network training based on stochastic difference model for air pollution and associated disease transmission.

  2024cites this paper
• Impact of compound warm and wet events on dengue fever infection in South and Southeast Asian countries.

  2024cites this paper
• Modeling Time-varying Dispersion to Improve Estimation of the Short-term Health Effect of Environmental Exposure in a Time-series Design

  2024cites this paper
• Short-term effects of air pollution exposure on the risk of preterm birth in Xi’an, China

  2023cites this paper
• Empirical assessment of transformer-based neural network architecture in forecasting pollution trends

  2023cites this paper
• Effects of ambient temperature on mortality among elderly residents of Chengdu city in Southwest China, 2016–2020: a distributed-lag non-linear time series analysis

  2023cites this paper
• Temporal Analysis of Atmospheric Pollutant Concentrations with Specific Regard to NAAQS Compliance in an Industrial Cluster of New Delhi, India

  2023cites this paper
• Temperature-related emergency injury visits in Hanoi, Vietnam

  2023cites this paper
• Effects of Ambient O3 on Respiratory Mortality, Especially the Combined Effects of PM2.5 and O3

  2023cites this paper
• Heat wave exposure and increased heat-related hospitalizations in young children in South Korea: A time-series study.

  2023cites this paper
• Short-term effects of ambient air pollution on emergency department visits for urolithiasis: A time-series study in Wuhan, China

  2023cites this paper
• Use of symptom diary in primary students: association of nitrogen dioxide with prevalence of symptoms

  2023cites this paper
• Associations between short-term exposure to ambient PM2.5 and incident cases of cardiovascular disease in Yantai, China

  2023cites this paper
• Intensity and lag-time of non-pharmaceutical interventions on COVID-19 dynamics in German hospitals

  2023cites this paper
• Short-Term Effect of Moderate Level Air Pollution on Outpatient Visits for Multiple Clinic Departments: A Time-Series Analysis in Xi’an China

  2023cites this paper
• A longitudinal study on the effect of extreme temperature on non-accidental deaths in Hulunbuir City based on DLNM model

  2023cites this paper
• Effects of Heatwaves on Hospital Admissions for Cardiovascular and Respiratory Diseases, in Southern Vietnam, 2010–2018: Time Series Analysis

  2023cites this paper
• Air Pollution and Aeroallergens as Possible Triggers in Preterm Birth Delivery

  2023cites this paper
• Association between air pollutants, sources, and components of PM2.5 and pediatric outpatient visits for respiratory diseases in Shanghai, China

  2023cites this paper
• Association between ambient BTEX mixture and neurological hospitalizations: A multicity time-series study in Taiwan.

  2023cites this paper
• Air pollution in Delhi, India: It’s status and association with respiratory diseases

  2022cites this paper
• Short-term effects of air pollutants on outpatients with psoriasis in a Chinese city with a subtropical monsoon climate

  2022cites this paper
• Effects of different levels of non-pharmaceutical interventions on hand, foot and mouth disease in Guangzhou, China

  2022cites this paper
• The Effects of Daily Temperature on Crime Events in Urban Hanoi, Vietnam Using Seven Years of Data (2013–2019)

  2022cites this paper
• The effects of short-term exposure to air pollution on mortality in Baotou, China, during 2015–2019

  2022cites this paper
• Health effect of temperature change on respiratory diseases in opposite phase in semi-arid region

  2022cites this paper
• Interaction of exposure to outdoor air pollution and temperature during pregnancy on childhood asthma: Identifying specific windows of susceptibility

  2022cites this paper
• Associations between short-term exposure to ambient PM_2.5 and incident cases of cerebrovascular disease in Yantai, China

  2022cites this paper
• Impact of PM2.5 and ozone on incidence of influenza in Shijiazhuang, China: a time-series study

  2022cites this paper
• Thunderstorms, Pollen, and Severe Asthma in a Midwestern, USA, Urban Environment, 2007–2018

  2022cites this paper
• Lagged Effects of Exposure to Air Pollutants on the Risk of Pulmonary Tuberculosis in a Highly Polluted Region

  2022cites this paper
• Examining the Short-Term Effect of Moderate Level Air Pollution on Multi-Department Outpatient Visits in Xi’an, China

  2022cites this paper
• Contribution of heavy metals in PM2.5 to cardiovascular disease mortality risk, a case study in Guangzhou, China.

  2022cites this paper
• A Bayesian framework for incorporating exposure uncertainty into health analyses with application to air pollution and stillbirth.

  2022cites this paper
• Influence of meteorological factors and drought on coccidioidomycosis incidence in California, 2000-2020

  2022cites this paper
• The impact of size-segregated particle properties on daily mortality in Seoul, Korea

  2022cites this paper
• A dynamic structural equation approach to estimate the short‐term effects of air pollution on human health

  2022influential citation
• Spatial-temporal Distribution and Influencing Factors of Helicobacter pylori Infection in Chinese Mainland, 2001-2020

  2022cites this paper
• Comparison of various heat waves definitions and the burden of heat-related mortality in France: Implications for existing early warning systems.

  2022cites this paper
• Interactive short-term effects of meteorological factors and air pollution on hospital admissions for cardiovascular diseases

  2022cites this paper
• A data quality assessment of the first four years of malaria reporting in the Senegal DHIS2, 2014–2017

  2022cites this paper
• Influence and prediction of meteorological factors on brucellosis in a northwest region of China

  2022cites this paper
• Extreme environmental temperatures and motorcycle crashes: a time-series analysis

  2022cites this paper
• Influence of air pollutants on varicella among adults

  2021cites this paper
• News events and their relationship with US vape sales: an interrupted time series analysis

  2021cites this paper
• Association of long-term exposure to ambient air pollution with the number of tuberculosis cases notified: a time-series study in Hong Kong

  2021cites this paper
• Ambient PM2.5 and PM10 Exposure and Respiratory Disease Hospitalization in Kandy, Sri Lanka

  2021cites this paper
• Association between exposure to airborne pollutants and COVID-19 in Los Angeles, United States with ensemble-based dynamic emission model

  2021cites this paper
• Vaping-related news events and their relationship with sentiment in the online vaping environment: A computational interrupted time series analysis with large-scale public data

  2021cites this paper
• Extreme heat and occupational injuries in different climate zones: A systematic review and meta-analysis of epidemiological evidence.

  2021cites this paper
• S0950268820003040jra 1..9

  2021influential citation
• Respiratory and cardiovascular condition-related physician visits associated with wildfire smoke exposure in Calgary, Canada, in 2015: a population-based study.

  2021cites this paper
• Association between ozone exposure and prevalence of mumps: a time-series study in a Megacity of Southwest China

  2021cites this paper
• Effect of temperature and its interactions with relative humidity and rainfall on malaria in a temperate city Suzhou, China

  2021cites this paper
• Effect of Different Pollution Parameters and Chemical Components of PM2.5 on Health of Residents of Xinxiang City, China

  2021cites this paper
• Constructing an Air Quality Health Index for children: A case study in Shanghai, China

  2021cites this paper
• The association between diurnal temperature range and clinic visits for upper respiratory tract infection among college students in Wuhan, China

  2021cites this paper
• The impact of changing smoking habits and smoke-free legislation on orofacial cleft incidence in the United Kingdom: evidence from two time-series studies

  2021cites this paper
• Temporal variation in association between short-term exposure to fine particulate matter and hospitalisations in older adults in the USA: a long-term time-series analysis of the US Medicare dataset.

  2021cites this paper
• The Association Between Temperature and Cause-Speci�c Mortality in the Klang Valley, Malaysia

  2021cites this paper
• Increasing mortality caused by chronic obstructive pulmonary disease (COPD) in relation with exposure to ambient fine particulate matters: an analysis in Southeastern China

  2021cites this paper
• Alternative adjustment for seasonality and long-term time-trend in time-series analysis for long-term environmental exposures and disease counts

  2021influential citation
• Mortality Risk from Respiratory Diseases Due to Non-Optimal Temperature among Brazilian Elderlies

  2021cites this paper
• Short-term exposure to air pollution and hospital admission for heart failure among older adults in metropolitan cities: a time-series study

  2021cites this paper