Experimental Design and Data Analysis for Biologists

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Experimental Design and Data Analysis...

Experimental Design and Data Analysis for Biologists

Name: Experimental Design and Data Analysis for Biologists
ISBN: 9780521811286

Gerry P. Quinn, Michael J. Keough

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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.

Категории:

Mathematics

Год:

2002

Издание:

Издательство:

Cambridge University Press

Язык:

english

Страницы:

557

ISBN 10: