Biostatistics with R Volume 197 || Clustering

✍ Scribed by Shahbaba, Babak

• Book ID: 115541968
• Publisher: Springer New York
• Year: 2012
• Tongue: English
• Weight: 353 KB
• Edition: 2
• Category: Article
• ISBN: 1461413028
• DOI: 10.1007/978-1-4614-1302-8_12

✦ Synopsis

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.