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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Autori principali: Bingham, Nicholas H., 1945-, Fry, John M. (Autore)
Natura: Livre numérique
Lingua:Anglais
Pubblicazione: London : Springer London [20..].
Cham : Springer Nature
Edizione:1st ed. 2010.
Serie:Springer Undergraduate Mathematics Series
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Edition sous un autre format:• Regression, linear models in statistics, N. H. Bingham, John M. Fry, 2010, London, Springer, 1 vol. (XIII-284 p.), Springer Undergraduate Mathematics Series, 978-1-84882-968-8
• Regression, Texte imprimé, 9781848829701
Sommario:
  • 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