Regression Linear Models in Statistics /

• Κύριοι συγγραφείς: Bingham, N. H. (Συγγραφέας), Fry, John M. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: London : Springer London : Imprint: Springer, 2010.
• Σειρά: Springer Undergraduate Mathematics Series,
• Θέματα: Mathematics.; Applied mathematics.; Engineering mathematics.; Statistics.; Applications of Mathematics.; Statistical Theory and Methods.

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...

Πίνακας περιεχομένων:

• 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.