Biostatistics with R: An Introduction to Statistics Through Biological Data
- ISBN-10
- 1461413028
- ISBN-13
- 9781461413028
- Category
- Medical
- Pages
- 352
- Language
- English
- Published
- 2011-12-15
- Publisher
- Springer Science & Business Media
- Author
- Babak Shahbaba
Description
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.
Get the book
Other editions
-
- 2011-12-14
- 355 pages
- Paperback
- Springer Science & Business Media
-
- 2020-07-31
- 384 pages
- Paperback
- Cambridge University Press
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