Modeling the effect of temperature on ozone-related mortality

DOI10.1214/14-AOAS754zbMath1304.62140arXiv1412.1642OpenAlexW3105840617WikidataQ57441163 ScholiaQ57441163MaRDI QIDQ484047

Ana G. Rappold, Lucas M. Neas, Ander Wilson, Brian J. Reich

Publication date: 17 December 2014

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1412.1642

zbMATH Keywords

air pollutionmortalityspatial modelingsemi-parametric regressionmonotone regressionozone-temperature interaction

Mathematics Subject Classification ID

Inference from spatial processes (62M30) Nonparametric regression and quantile regression (62G08) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Applications of statistics to biology and medical sciences; meta analysis (62P10) Applications of statistics to environmental and related topics (62P12) Geostatistics (86A32)

Related Items (4)

A statistical modeling approach for air quality data based on physical dispersion processes and its application to ozone modeling ⋮ Modeling the spatial behavior of the meteorological drivers' effects on extreme ozone ⋮ Modeling the effect of temperature on ozone-related mortality ⋮ Nonparametric Bayesian functional meta-regression: applications in environmental epidemiology

Uses Software

• spBayes

Cites Work

• Modeling the effect of temperature on ozone-related mortality
• Flexible distributed lag models using random functions with application to estimating mortality displacement from heat-related deaths
• Nonparametric curve estimation with Bernstein estimates
• Shape restricted nonparametric regression with Bernstein polynomials
• Handbook of Spatial Statistics
• Air Pollution and Mortality
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