1. Auflage - April 2010
129,- Euro
2010. 576 Seiten, Hardcover
ISBN-10: 1-4443-3524-3
ISBN-13: 978-1-4443-3524-8 - John Wiley & Sons

Preis inkl. Mehrwertsteuer zzgl. Versandkosten.







Langtext
R -- the statistical and graphical environment is rapidly emerging as an important set of teaching and research tools for biologists. This book draws upon the popularity and free availability of R to couple the theory and practice of biostatistics into a single treatment, so as to provide a textbook for biologists learning statistics, R, or both. An abridged description of biostatistical principles and analysis sequence keys are combined together with worked examples of the practical use of R into a complete practical guide to designing and analyzing real biological research.

Topics covered include:
* simple hypothesis testing, graphing
* exploratory data analysis and graphical summaries
* regression (linear, multi and non-linear)
* simple and complex ANOVA and ANCOVA designs (including nested, factorial, blocking, spit-plot and repeated measures)
* frequency analysis and generalized linear models.

Linear mixed effects modeling is also incorporated extensively throughout as an alternative to traditional modeling techniques.

The book is accompanied by a companion website www.wiley.com/go/logan/r with an extensive set of resources comprising all R scripts and data sets used in the book, additional worked examples, the biology package, and other instructional materials and links.