New statistics with R : an introduction for biologists / Andy Hector, Professor of Ecology, Department of Plant Sciences, University of Oxford.

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Bibliographic Details
Main Author: Hector, Andy
Language:English
Published: Oxford ; New York, NY : Oxford University Press, [2015]
Subjects:
Bioinformatics.
R (Computer program language)
Physical Description:xi, 199 pages : illustrations ; 24 cm
Format: Electronic Book
Contents:
  • Introduction
  • Comparing groups : analysis of variance
  • Comparing groups : student's t-test
  • Linear regression
  • Comparisons using estimates and intervals
  • Interactions
  • Analysis of covariance : ANCOVA
  • Maximum likelihood and generalized linear models
  • Generalized linear models for data with non-normal distributions
  • Mixed-effects models
  • Generalized linear mixed-effects models
  • Final thoughts
  • Appendix. A very short introduction to the R programming language for statistics and graphics.