Power Analysis: An Introduction for the Life Sciences

ISBN : 9780198846635

Graeme D. Ruxton; Nick Colegrave
176 Pages
189 x 246 mm
Pub date
Nov 2020
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Written primarily for mid-to-upper level undergraduates, this compelling introduction to power analysis in a biological context offers a clear, conceptual understanding of the factors that influence statistical power, and emphasises the importance of high power in experiments. It also explains how to improve the power of an experiment and offers guidance on how to present the outcomes of power analyses to justify experimental design decisions. Digital formats and resources The book is available for students and institutions to purchase in a variety of formats, and is supported by online resources: * The e-book offers a mobile experience and convenient access along with functionality tools, navigation features, and links that offer extra learning support: www.oxfordtextbooks.co.uk/ebooks * Online resources include multiple choice questions for students to check their understanding, and, for registered adopters, figures and tables from the book


1 What is statistical power?
2 Why low power is undesirable
3 Improving the power of an experiment
4 How to quantify power by simulation
5 Simple factorial designs
6 Extensions to other designs
7 Dealing with multiple hypotheses
8 Applying our simulation approach beyond null hypothesis testing

About the author: 

Nick Colegrave is Professor of Evolutionary Biology at the University of Edinburgh, Scotland. He has held faculty positions there for 20 years, and published over 70 peer-reviewed papers. His research sits at the interface between ecology and evolution, understanding how these processes interact and affect each other. He also has strong interests in infection and disease. He has always taught courses in experimental design and statistics, and gives seminars and conference keynote addresses on issues in these fields.; Graeme Ruxton is Professor of Evolutionary Ecology at the University of St Andrews, Scotland. He has held faculty positions for 25 years, and published over 400 peer-reviewed papers. His research focuses on diverse aspects of behavioural ecology, but he has published numerous papers on aspects of experimental design and statistics, and co-authored a statistical textbook. He has always taught courses in various aspects of experimental design and statistics and has delivered postgraduate workshops on this internationally.

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