Statistical methods for environmental epidemiology with R : a case study in air pollution and health
- نوع فایل : کتاب
- زبان : انگلیسی
- مؤلف : Roger D Peng; Francesca Dominici
- ناشر : New York : Springer Science+Business Media, LLC
- چاپ و سال / کشور: 2008
- شابک / ISBN : 9780387781662
Description
Studies of air pollution and health. - Introduction to R and air pollution and health data. - Reproducible research tools. - Statistical issues in estimating the health effects of spatial-temporal environmental exposures. - Exploratory data analyses. - Statistical models. - Pooling risks across locations and quantifying spatial heterogeneity. -A reproducible seasonal analysis of PM10 and mortaility in the U.S.
This book provides an overview of the methods used for investigating the health effects of air pollution and gives examples and case studies in R which demonstrate the application of those methods to real data.
