Analysis of Variance and Covariance: How to Choose and Construct Models for the Life Sciences

出版者:Cambridge Univ Pr

作者:Doncaster, Patrick/ Davey, Andrew

页数:302

出版时间:2007-11

价格:$ 66.67

装帧:Pap

isbn号码:9780521684477

图书标签:统计学方差分析数学

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Analysis of variance (ANOVA) is a core technique for analysing data in the Life Sciences. This reference book bridges the gap between statistical theory and practical data analysis by presenting a comprehensive set of tables for all standard models of analysis of variance and covariance with up to three treatment factors. The book will serve as a tool to help post-graduates and professionals define their hypotheses, design appropriate experiments, translate them into a statistical model, validate the output from statistics packages and verify results. The systematic layout makes it easy for readers to identify which types of model best fit the themes they are investigating, and to evaluate the strengths and weaknesses of alternative experimental designs. In addition, a concise introduction to the principles of analysis of variance and covariance is provided, alongside worked examples illustrating issues and decisions faced by analysts.