Biostatistical Design and Analysis Using R - A Practical Guide

Logan

ISBN 10: 1444335243 / ISBN 13: 9781444335248

Editore: John Wiley and Sons Ltd, 2010

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Dati bibliografici

• Titolo: Biostatistical Design and Analysis Using R - A Practical Guide
• Editore: John Wiley and Sons Ltd
• Data di pubblicazione: 2010
• Lingua: Inglese
• ISBN 10: 1444335243
• ISBN 13: 9781444335248
• Rilegatura: Rilegato
• Condizione: Usado - bueno

Descrizione articolo

Riassunto

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.

Informazioni sull?autore

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.