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Biostatistical Design and Anal|Logan

Biostatistical Design and Anal

by Logan
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Overview

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.

This item is Non-Returnable

Details

  • ISBN-13: 9781405190084
  • ISBN-10: 1405190086
  • Publisher: John Wiley & Sons
  • Publish Date: April 2010
  • Dimensions: 9.5 x 6.7 x 1.2 inches
  • Shipping Weight: 2.2 pounds
  • Page Count: 576

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