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Cause and Correlation in Biology

Cause and Correlation in Biology

Paperback

Medical ReferenceEnvironmental Studies

ISBN10: 1009560387
ISBN13: 9781009560382
Publisher: Cambridge University Press
Published: Aug 13 2026
Pages: 412
Weight: 1.20
Height: 0.84 Width: 6.00 Depth: 9.00
Language: English
Aimed at practising biologists, especially graduate students and researchers in ecology, this revised and expanded 3rd edition continues to explore cause-effect relationships through a series of robust statistical methods. Every chapter has been updated, and two brand-new chapters cover statistical power, Akaike information criterion statistics and equivalent models, and piecewise structural equation modelling with implicit latent variables. A new R package (pwSEM) is included to assist with the latter. The book offers advanced coverage of essential topics, including d-separation tests and path analysis, and equips biologists with the tools needed to carry out analyses in the open-source R statistical environment. Writing in a conversational style that minimises technical jargon, Shipley offers an accessible text that assumes only a very basic knowledge of introductory statistics, incorporating real-world examples that allow readers to make connections between biological phenomena and the underlying statistical concepts.

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Medical Reference