Experimental Design and Data Analysis for Biologists PDF
By:Gerry P. Quinn,Michael J. Keough
Published on 2002-03-21 by Cambridge University Press
An essential textbook for any student or researcher in biology needing to design experiments, sample programs or analyse the resulting data. The text begins with a revision of estimation and hypothesis testing methods, covering both classical and Bayesian philosophies, before advancing to the analysis of linear and generalized linear models. Topics covered include linear and logistic regression, simple and complex ANOVA models (for factorial, nested, block, split-plot and repeated measures and covariance designs), and log-linear models. Multivariate techniques, including classification and ordination, are then introduced. Special emphasis is placed on checking assumptions, exploratory data analysis and presentation of results. The main analyses are illustrated with many examples from published papers and there is an extensive reference list to both the statistical and biological literature. The book is supported by a website that provides all data sets, questions for each chapter and links to software.
This Book was ranked at 41 by Google Books for keyword Biostatistics.
Book ID of Experimental Design and Data Analysis for Biologists's Books is dkohAwAAQBAJ, Book which was written byGerry P. Quinn,Michael J. Keoughhave ETAG "nNMzzD+fcMM"
Book which was published by Cambridge University Press since 2002-03-21 have ISBNs, ISBN 13 Code is 9781139432894 and ISBN 10 Code is 1139432893
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