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Epidemiology with R

2021-01-14 Medical
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Release : 2021-01-14
Genre : Medical
Kind : eBook
Book Rating : 329/5 ( reviews)

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Book Synopsis Epidemiology with R by : Bendix Carstensen

Download or read book Epidemiology with R written by Bendix Carstensen. This book was released on 2021-01-14. Available in PDF, EPUB and Kindle. Book excerpt: This practical guide is designed for students and researchers with an existing knowledge of R who wish to learn how to apply it in an epidemiological context and exploit its versatility. It also serves as a broader introduction to the quantitative aspects of modern practical epidemiology. The standard tools used in epidemiology are described and the practical use of R for these is clearly explained and laid out. R code examples, many with output, are embedded throughout the text. The entire code is also available on the companion website so that readers can reproduce all the results and graphs featured in the book. Epidemiology with R is an advanced textbook suitable for senior undergraduate and graduate students, professional researchers, and practitioners in the fields of human and non-human epidemiology, public health, veterinary science, and biostatistics.

Statistical Methods for Environmental Epidemiology with R

2008-12-15 Medical
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Release : 2008-12-15
Genre : Medical
Kind : eBook
Book Rating : 676/5 ( reviews)

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Book Synopsis Statistical Methods for Environmental Epidemiology with R by : Roger D. Peng

Download or read book Statistical Methods for Environmental Epidemiology with R written by Roger D. Peng. This book was released on 2008-12-15. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Biostatistics for Epidemiology and Public Health Using R

2015-11-05 Medical
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Release : 2015-11-05
Genre : Medical
Kind : eBook
Book Rating : 266/5 ( reviews)

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Book Synopsis Biostatistics for Epidemiology and Public Health Using R by : Bertram K.C. Chan, PhD

Download or read book Biostatistics for Epidemiology and Public Health Using R written by Bertram K.C. Chan, PhD. This book was released on 2015-11-05. Available in PDF, EPUB and Kindle. Book excerpt: Since it first appeared in 1996, the open-source programming language R has become increasingly popular as an environment for statistical analysis and graphical output. In addition to being freely available, R offers several advantages for biostatistics, including strong graphics capabilities, the ability to write customized functions, and its extensibility. This is the first textbook to present classical biostatistical analysis for epidemiology and related public health sciences to students using the R language. Based on the assumption that readers have minimal familiarity with statistical concepts, the author uses a step-bystep approach to building skills. The text encompasses biostatistics from basic descriptive and quantitative statistics to survival analysis and missing data analysis in epidemiology. Illustrative examples, including real-life research problems and exercises drawn from such areas as nutrition, environmental health, and behavioral health, engage students and reinforce the understanding of R. These examples illustrate the replication of R for biostatistical calculations and graphical display of results. The text covers both essential and advanced techniques and applications in biostatistics that are relevant to epidemiology. This text is supplemented with teaching resources, including an online guide for students in solving exercises and an instructor's manual. KEY FEATURES: First overview biostatistics textbook for epidemiology and public health that uses the open-source R program Covers essential and advanced techniques and applications in biostatistics as relevant to epidemiology Features abundant examples and exercises to illustrate the application of R language for biostatistical calculations and graphical displays of results Includes online student solutions guide and instructor's manual

Rethinking Social Epidemiology

2011-10-05 Medical
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Release : 2011-10-05
Genre : Medical
Kind : eBook
Book Rating : 382/5 ( reviews)

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Book Synopsis Rethinking Social Epidemiology by : Patricia O’Campo

Download or read book Rethinking Social Epidemiology written by Patricia O’Campo. This book was released on 2011-10-05. Available in PDF, EPUB and Kindle. Book excerpt: To date, much of the empirical work in social epidemiology has demonstrated the existence of health inequalities along a number of axes of social differentiation. However, this research, in isolation, will not inform effective solutions to health inequalities. Rethinking Social Epidemiology provides an expanded vision of social epidemiology as a science of change, one that seeks to better address key questions related to both the causes of social inequalities in health (problem-focused research) as well as the implementation of interventions to alleviate conditions of marginalization and poverty (solution-focused research). This book is ideally suited for emerging and practicing social epidemiologists as well as graduate students and health professionals in related disciplines.

Applied Epidemiology

2006 Medical
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Release : 2006
Genre : Medical
Kind : eBook
Book Rating : 410/5 ( reviews)

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Book Synopsis Applied Epidemiology by : Ross C. Brownson

Download or read book Applied Epidemiology written by Ross C. Brownson. This book was released on 2006. Available in PDF, EPUB and Kindle. Book excerpt: Applies traditional epideiologic methods for determining disease etiology to the real-life applications of public health and health services research. This text contains a chapter on the development and use of systematic reviews and one on epidemiology and the law.

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