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The new statistics with R : an introduction for biologists

Author: Andy Hector
Publisher: Oxford Oxford University Press 2015.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:

An introductory level text covering linear, generalized linear, linear mixed-effects, and generalized mixed models implemented in R and set within a contemporary framework.

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Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Andy Hector
ISBN: 9780191795855 0191795852
OCLC Number: 947763735
Notes: Includes index.
Description: 1 Online-Ressource
Contents: 1. Introduction ; 2. Comparing Groups: Analysis of Variance ; 3. Comparing Groups: Student's t test ; 4. Linear Regression ; 5. Comparisons using Estimates and Intervals ; 6. Interactions ; 7. Analysis of Covariance: ANCOVA ; 8. Maximum Likelihood and Generalized Linear Models ; 9. Generalized Linear Models for Data with Non-Normal Distributions ; 10. Mixed Effects Models ; 11. Generalized Linear Mixed-effects Models ; 12. Final Thoughts ; Appendix 1: A very short introduction to the R programming language for statistics and graphics
Responsibility: Andy Hector.

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... overall the book gives useful, ecumenical, and reliable statistical advice. I would recommend it for courses that are trying to equip students who already know elementary statistics with the Read more...

 
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