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Biostatistical Design and Analysis Using R

A Practical Guide

Wiley, J,
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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 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.


Titel: Biostatistical Design and Analysis Using R
Autoren/Herausgeber: Murray Logan
Ausgabe: 1. Auflage

ISBN/EAN: 9781405190084

Seitenzahl: 574
Format: 24,9 x 17,4 cm
Produktform: Taschenbuch/Softcover
Gewicht: 998 g
Sprache: Englisch

Murray Logan is a lecturer and researcher in the School of Biological Sciences, Monash University, Melbourne, Australia. He teaches a range of zoological and ecological courses in addition to biostatistical and R courses to undergraduate and graduate students. He also provides research design and analysis advice to a range of university, government and private organizations. - Newsletter
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