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Author:   David I Warton
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
Edition:   1st ed. 2022
Weight:   0.682kg
ISBN:  

9783030884451

ISBN 10:   3030884457
Pages:   433
Publication Date:   13 August 2023
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
We will order this item for you from a manufactured on demand supplier.

Table of Contents

"1. ""Stats 101"" Revision.- 2. An important equivalence result.- 3. Regression with multiple predictor variables.- 4. Linear models – anything goes.- 5. Model selection.- 6. Mixed effects models.- 7. Correlated samples in time, space, phylogeny.- 8. Wiggly Models.- 9. Design-based inference.- 10. Analysing discrete data.- 11. Multivariate analysis.- 12. Visualising many responses.- 13. Allometric line-fitting.- 14. Multivariate abundances and environmental association.- 15. Predicting multivariate abundances.- 16. Explaining variation in response across taxa.- 17. Studying co-occurrence patterns.- 18. Closing advice."

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Author Information

David Warton is professor and leads the Eco-Stats group based in the School of Mathematics and Statistics and is affiliated with the Evolution & Ecology Research Centre at the University of New South Wales (Australia). He is an ecological statistician who advances methodology for data analysis in ecology and is one of quantitative ecology’s great explainers. He has an unerring knack for identifying core concepts and packaging them in comprehensible ways.

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