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Title: Statistical methods in biology : design and analysis of experiments and regression / S.J. Welham, S.A. Gezan, S.J. Clark, A. Mead.
Author: Welham, Suzanne Jane, author. ; Gezan, Salvador Alejandro, author. ; Clark, Suzanne Jane, author. ; Mead, Andrew, author.
Publisher: Boca Raton: CRC Press,
Year: 2015.
Description: xx, 582 pages : illustrations ; 26 cm.
Subject: Exerimental design. ; Biometry. ; Regression analysis. ; Experimental design.
Notes: Includes bibliographical references and index.
ISBN/ISSN: 9781439808788 (hardback);
Abstract: Introducation -- A review of basic statistics -- Principles for designing experiments -- Models for a single factor -- Checking model assumptions -- Transformations of the response -- Models with a simple blocking structure -- Extracting information about treatments -- Models with more complex blocking structure -- Replication and power -- Dealing with non-orthogonality -- Models for a single variate: simple linear regression -- Checking model fit -- Models for several variates: multiple linear regression -- Models for variates and factors -- Incorporating structure: linear mixed models -- Models for curved relationships -- Models for non-normal responses: generalized linear models -- Practical design and data analysis for real studies.
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