Cover art for Experimental Design and Data Analysis for Biologists
Published
Cambridge University Press, March 2002
ISBN
9780521009768
Format
Softcover, 553 pages
Dimensions
24.6cm × 19cm × 3cm

Experimental Design and Data Analysis for Biologists

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This essential textbook is designed for students or researchers in biology who need to design experiments, sampling programs, or analyze resulting data. The text begins with a revision of estimation and hypothesis testing methods, before advancing to the analysis of linear and generalized linear models.

The chapters include such topics as linear and logistic regression, simple and complex ANOVA models, log-linear models, and multivariate techniques. The main analyses are illustrated with many examples from published papers and an extensive reference list to both the statistical and biological literature is also included. The book is supported by a web-site that provides all data sets, questions for each chapter and links to software.

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