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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Mathematik Wahrscheinlichkeitstheorie & Statistik Statistical Methods for Environmental Epidemiology with R
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Statistical Methods for Environmental Epidemiology with R
Roger D. Peng, Francesca Dominici (Unbekannter Einband, Englisch)
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Beschreibung
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. 85,59 €
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Technische Daten
Erscheinungsdatum
25.07.2008
Sprache
Englisch
EAN
9780387781662
Herausgeber
Springer US
Serien- oder Bandtitel
Use R!
Sonderedition
Nein
Autor
Roger D. Peng, Francesca Dominici
Seitenanzahl
144
Einbandart
Broschiert
Buch Untertitel
A Case Study in Air Pollution and Health
Schlagwörter
NMMAPS, Radiologieinformationssystem, air pollution, reproducible research, semiparametric models, time series
Thema-Inhalt
PBT - Wahrscheinlichkeitsrechnung und Statistik
Höhe
235 mm
Breite
15.5 cm
Hersteller: Humana, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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