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Biostatistical Design and Analysis Using R by Murray Logan

Biostatistical Design and Analysis Using R

by Murray Logan
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Book cover type: Hardcover
  • ISBN13: 9781444335248
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Wiley-Blackwell
  • Publisher Imprint: Wiley-Blackwell
  • Publication Date:
  • Pages: 576
  • Original Price: USD 221.95
  • Language: English
  • Edition: N/A
  • Item Weight: 1134 grams
  • BISAC Subject(s): Life Sciences / General

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.

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.

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