{"product_id":"statistical-methods-for-environmental-epidemiology-with-r-a-case-study-in-air-pollution-and-health-von-roger-d-peng-francesca-dominici","title":"Statistical Methods for Environmental Epidemiology with R","description":"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.\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9780387781662\"\u003e\u003ch3\u003eA Case Study in Air Pollution and Health\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9780387781662","offer_id":39415091298397,"sku":"9780387781662","price":85.59,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/27d1c1a5-d91e-4d98-9aa0-86a0eecf6136.jpg?v=1772170117","url":"https:\/\/shop.autorenwelt.de\/en\/products\/statistical-methods-for-environmental-epidemiology-with-r-a-case-study-in-air-pollution-and-health-von-roger-d-peng-francesca-dominici","provider":"Autorenwelt Shop","version":"1.0","type":"link"}