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Zweigstelle: Hauptstelle	Standorte: MA-20 397	Status: Verfügbar	Vorbestellungen: 0	Frist:	Barcode: 00228605	Lagepläne: Lageplan	Ausleihhinweis:

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 modelling 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.