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Regression Linear Models in Statistics /

Regression is the branch of Statistics in which a dependent variable of interest is modelled as a linear combination of one or more predictor variables, together with a random error. The subject is inherently two- or higher- dimensional, thus an understanding of Statistics in one dimension is essent...

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Détails bibliographiques
Cote:Libro Electrónico
Auteurs principaux: Bingham, N. H. (Auteur), Fry, John M. (Auteur)
Collectivité auteur: SpringerLink (Online service)
Format: Électronique eBook
Langue:Inglés
Publié: London : Springer London : Imprint: Springer, 2010.
Édition:1st ed. 2010.
Collection:Springer Undergraduate Mathematics Series,
Sujets:
Accès en ligne:Texto Completo
Table des matières:
  • Linear Regression
  • The Analysis of Variance (ANOVA)
  • Multiple Regression
  • Further Multilinear Regression
  • Adding additional covariates and the Analysis of Covariance
  • Linear Hypotheses
  • Model Checking and Transformation of Data
  • Generalised Linear Models
  • Other topics.