Cause and Correlation in Biology
A User's Guide to Path Analysis, Structural Equations and Causal Inference
By (author) Bill Shipley
Cause and Correlation in Biology by Bill Shipley
Book DescriptionThis book goes beyond the truism that 'correlation does not imply causation' and explores the logical and methodological relationships between correlation and causation. It presents a series of statistical methods that can test, and potentially discover, cause-effect relationships between variables in situations in which it is not possible to conduct randomised or experimentally controlled experiments. Many of these methods are quite new and most are generally unknown to biologists. In addition to describing how to conduct these statistical tests, the book also puts the methods into historical context and explains when they can and cannot justifiably be used to test or discover causal claims. Written in a conversational style that minimises technical jargon, the book is aimed at practising biologists and advanced students, and assumes only a very basic knowledge of introductory statistics.
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Book DetailsISBN: 9780521529211
(228mm x 152mm x 18mm)
Imprint: Cambridge University Press
Publisher: Cambridge University Press
Publish Date: 1-Aug-2002
Country of Publication: United Kingdom
Books By Author Bill Shipley
Cause and Correlation in Biology, Paperback (April 2016)
A complete user's guide to structural equations explaining the underlying principals and practical implementation of these methods.
From Plant Traits to Vegetation Structure, Paperback (October 2009)» View all books by Bill Shipley
Explains how natural selection, combined with methods in statistical physics, can predict and explain the assembly of ecological communities.
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Author Biography - Bill Shipley
Bill Shipley teaches plant ecology and biometry in the Department of Biology at the Universite de Sherbrooke, Canada.
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