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Biostatistics with R: an introduction to statistics through...

Biostatistics with R: an introduction to statistics through biological data

Shahbaba, Babak
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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 introduction to 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.
Year:
2018
Publisher:
Springer Science+Business Media
Language:
english
ISBN 10:
1461413028
ISBN 13:
9781461413028
Series:
Use R!
File:
EPUB, 4.64 MB
IPFS:
CID , CID Blake2b
english, 2018
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