Discovering statistics using R

Discovering statistics using R

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Détails bibliographiques
Auteurs principaux : Field Andy P. (Auteur), Miles Jeremy (Auteur), Field Zoë (Auteur)
Format : Livre
Langue : anglais
Titre complet : Discovering statistics using R / Andy Field, Jeremy Miles, Zoë Field
Publié : Los Angeles [etc.] : Sage , C 2012
Description matérielle : 1 vol (XXXIV-957 p.)
Sujets :
R > logiciel
Sciences sociales > Méthodes statistiques
  • Why is my evil lecturer forcing me to learn statistics?
  • Everything you ever wanted to know about statistics (well, sort of)
  • The R environment
  • Exploring data with graphs
  • Exploring assumptions
  • Correlation
  • Regression
  • Logistic regression
  • Comparing two means
  • Comparing several means: ANOVA (GLM 1)
  • Analysis of covariance, ANCOVA (GLM 2)
  • Factorial ANOVA (GLM 3)
  • Repeated-measures designs (GLM 4)
  • Mixed designs (GLM 5)
  • Non-parametric tests
  • Multivariate analysis of variance (MANOVA)
  • Exploratory factor analysis
  • Categorical data
  • Multilevel linear models