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Discovering statistics using R /

Detalles Bibliográficos
Autor principal: Field, Andy P.
Otros Autores: Miles, Jeremy, 1968-, Field, Zoë
Formato: Libro
Lenguaje:English
Publicado: London ; Thousand Oaks, Calif. : Sage, 2012.
Materias:
Tabla de Contenidos:
  • 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.