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Biostatistics with R [Documento eletrónico] : an introduction to statistics through biological data / Babak Shahbaba

Main Author: Shahbaba, BabakLanguage: eng.Country: US - United States of America.Publication: New York, NY : Springer , 2012Description: XVI, 352 p. : il.ISBN: 978-1-4614-1302-8.Series: Use R!Subject - Topical Name: 3627Online Resources:Click here to access online
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Item type Current library Collection Call number Copy number Status Date due Barcode
E-Books Biblioteca NOVA FCT Online Não Ficção QA276.SPR FCT 96318 (Browse shelf(Opens below)) 1 Available

Colocação: Online

Biostatistics with R is designed around the dynamic interplay among statistical methods, their applications in biology, and their implementation.  The book explains basic statistical concepts with a simple yet rigorous language.  The development of ideas is in the context of real applied problems, for which step-by-step instructions for using R and R-Commander are provided.  Topics include data exploration, estimation, hypothesis testing, linear regression analysis, and clustering with two appendices on installing and using R and R-Commander.  A novel feature of this book is an elementary introduction to the basic of Bayesian analysis. This author discusses basic statistical analysis through a series of biological examples using R and R-Commander as computational tools.  The book is ideal for instructors of basic statistics for biologists and other health scientists.  The step-by-step application of statistical methods discussed in this book allows readers, who are interested in statistics and its application in biology, to use the book as a self-learning text. .

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