Cause and Correlation in Biology

Cause and Correlation in Biology
Pris
Pris
459,- 459,-
E-Bok
Format E-Bok
Kopisperre Teknisk DRM
Filformat ePUB
Utgivelsesår 2016
Forlag Cambridge University Press
Språk Engelsk
ISBN 9781316537879
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E-Bok Nedlastbar Engelsk
E-Bok Nedlastbar Engelsk

Om Cause and Correlation in Biology

Many problems in biology require an understanding of the relationships among variables in a multivariate causal context. Exploring such cause-effect relationships through a series of statistical methods, this book explains how to test causal hypotheses when randomised experiments cannot be performed. This completely revised and updated edition features detailed explanations for carrying out statistical methods using the popular and freely available R statistical language. Sections on d-sep tests, latent constructs that are common in biology, missing values, phylogenetic constraints, and multilevel models are also an important feature of this new edition. Written for biologists and using a minimum of statistical jargon, the concept of testing multivariate causal hypotheses using structural equations and path analysis is demystified. Assuming only a basic understanding of statistical analysis, this new edition is a valuable resource for both students and practising biologists.


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