The New Statistics with R - Hector, Andy
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An introductory level text covering linear, generalized linear, linear mixed-effects, and generalized mixed models implemented in R and set within a contemporary framework.

Produktbeschreibung
An introductory level text covering linear, generalized linear, linear mixed-effects, and generalized mixed models implemented in R and set within a contemporary framework.
  • Produktdetails
  • Verlag: Oxford University Press
  • Seitenzahl: 199
  • Erscheinungstermin: März 2015
  • Englisch
  • Abmessung: 243mm x 169mm x 17mm
  • Gewicht: 425g
  • ISBN-13: 9780198729068
  • ISBN-10: 0198729065
  • Artikelnr.: 41883513
Autorenporträt
Hector, Andy
Inhaltsangabe
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