Air Pollution and Mortality
- 1 March 2002
- journal article
- Published by Taylor & Francis in Journal of the American Statistical Association
- Vol. 97 (457) , 100-111
- https://doi.org/10.1198/016214502753479266
Abstract
We analyzed a national data base of air pollution and mortality for the 88 largest U.S. cities for the period 1987–1994, to estimate relative rates of mortality associated with airborne particulate matter smaller than 10 microns (PM10) and the form of the relationship between PM10 concentration and mortality. To estimate city-specific relative rates of mortality associated with PM10, we built log-linear models that included nonparametric adjustments for weather variables and longer term trends. To estimate PM10 mortality dose-response curves, we modeled the logarithm of the expected value of daily mortality as a function of PM10 using natural cubic splines with unknown numbers and locations of knots. We also developed spatial models to investigate the heterogeneity of relative mortality rates and of the shapes of PM10 mortality dose-response curves across cities and geographical regions. To determine whether variability in effect estimates can be explained by city-specific factors, we explored the depende...Keywords
This publication has 21 references indexed in Scilit:
- Estimating Particulate Matter-Mortality Dose-Response Curves and Threshold Levels: An Analysis of Daily Time-Series for the 20 Largest US CitiesAmerican Journal of Epidemiology, 2000
- Inference for Multivariate Normal Hierarchical ModelsJournal of the Royal Statistical Society Series B: Statistical Methodology, 2000
- Automatic Bayesian Curve FittingJournal of the Royal Statistical Society Series B: Statistical Methodology, 1998
- Health effects of outdoor air pollution. Part 2. Committee of the Environmental and Occupational Health Assembly of the American Thoracic Society.American Journal of Respiratory and Critical Care Medicine, 1996
- Health effects of outdoor air pollution. Committee of the Environmental and Occupational Health Assembly of the American Thoracic Society.American Journal of Respiratory and Critical Care Medicine, 1996
- An Association between Air Pollution and Mortality in Six U.S. CitiesNew England Journal of Medicine, 1993
- Inference from Iterative Simulation Using Multiple SequencesStatistical Science, 1992
- Sampling-Based Approaches to Calculating Marginal DensitiesJournal of the American Statistical Association, 1990
- Bayesian Inference in Econometric Models Using Monte Carlo IntegrationEconometrica, 1989
- Review: J. M. Hammersley, D. C. Handscomb, Monte Carlo Methods ; Yu. A. Shreider, Methods of Statistical Testing/Monte Carlo MethodThe Annals of Mathematical Statistics, 1966