Buch, Englisch, 358 Seiten, Format (B × H): 154 mm x 230 mm, Gewicht: 550 g
Buch, Englisch, 358 Seiten, Format (B × H): 154 mm x 230 mm, Gewicht: 550 g
Reihe: Chapman & Hall/CRC Texts in Statistical Science
ISBN: 978-0-367-51287-3
Verlag: Taylor & Francis Ltd
Features
- Presents an overview of computer-intensive statistical methods and applications in biology
- Covers a wide range of methods including bootstrap, Monte Carlo, ANOVA, regression, and Bayesian methods
- Makes it easy for biologists, researchers, and students to understand the methods used
- Provides information about computer programs and packages to implement calculations, particularly using R code
- Includes a large number of real examples from a range of biological disciplines
Written in an accessible style, with minimal coverage of theoretical details, this book provides an excellent introduction to computer-intensive statistical methods for biological researchers. It can be used as a course text for graduate students, as well as a reference for researchers from a range of disciplines. The detailed, worked examples of real applications will enable practitioners to apply the methods to their own biological data.
Zielgruppe
Undergraduate
Autoren/Hrsg.
Weitere Infos & Material
1.Randomization
2.The Bootstrap
3.Monte Carlo Methods
4.Some General Considerations
5.One- and Two-Sample Tests
6.Analysis of Variance
7.Regression Analysis
8.Distance Matrices and Spatial Data
9.Other Analyses on Spatial Data
10.Time Series
11.Survival and Growth Data
12.Non-Standard Situations
13.Bayesian Methods
14.Conclusion and Final Comments
15.Appendix: Software for Computer-Intensive Statistics