Statistical Methods for Environmental Epidemiology with R - A Case Study in Air Pollution and Health (Paperback, 2008 ed.)

As an area of statistical application, environmental epidemiology and more speci cally, the estimation of health risk associated with the exposure to - vironmental agents, has led to the development of several statistical methods and software that can then be applied to other scienti c areas. The stat- tical analyses aimed at addressing questions in environmental epidemiology have the following characteristics. Often the signal-to-noise ratio in the data is low and the targets of inference are inherently small risks. These constraints typically lead to the development and use of more sophisticated (and pot- tially less transparent) statistical models and the integration of large hi- dimensional databases. New technologies and the widespread availability of powerful computing are also adding to the complexities of scienti c inves- gation by allowing researchers to t large numbers of models and search over many sets of variables. As the number of variables measured increases, so do the degrees of freedom for in uencing the association between a risk factor and an outcome of interest. We have written this book, in part, to describe our experiences developing and applying statistical methods for the estimation for air pollution health e ects. Our experience has convinced us that the application of modern s- tistical methodology in a reproducible manner can bring to bear subst- tial bene ts to policy-makers and scientists in this area. We believe that the methods described in this book are applicable to other areas of environmental epidemiology, particularly those areas involving spatial{temporal exposures.

General

Imprint:	Springer-Verlag New York
Country of origin:	United States
Series:	Use R!
Release date:	July 2008
First published:	2008
Authors:	Roger D. Peng • Francesca Dominici
Dimensions:	235 x 155 x 10mm (L x W x T)
Format:	Paperback
Pages:	144
Edition:	2008 ed.
ISBN-13:	978-0-387-78166-2
Categories:	Books > Earth & environment > The environment > Pollution & threats to the environment > General Promotions
LSN:	0-387-78166-8
Barcode:	9780387781662

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