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Biostatistical Design and Anal

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Biostatistical Design and Anal

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Description
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.
Product details
Binding:
Paperback
Edition:
1
Number of Pages:
576
Release Date:
2010-04-13
Publication Date:
2010-05-10
Publisher:
Wiley
Languages:
Original: English
ISBN10:
1405190086
ISBN13:
9781405190084
GPSR Manufacturer Reference:
[email protected]
Weight:
981 g
Height:
170 cm
Width:
244 cm
Thickness:
31 cm
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