Hector, A: New Statistics with R
(Sprache: Englisch)
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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Klappentext zu „Hector, A: New Statistics with R “
An introductory level text covering linear, generalized linear, linear mixed-effects, and generalized mixed models implemented in R and set within a contemporary framework.
Inhaltsverzeichnis zu „Hector, A: New Statistics with R “
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
Autoren-Porträt von Andy Hector
Hector, Andy
Bibliographische Angaben
- Autor: Andy Hector
- 2015, 199 Seiten, Maße: 16,9 x 24,3 cm, Taschenbuch, Englisch
- Verlag: Oxford University Press
- ISBN-10: 0198729065
- ISBN-13: 9780198729068
Sprache:
Englisch
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