The Linear Model and Hypothesis A General Unifying Theory /

• Κύριος συγγραφέας: Seber, George (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Έκδοση: 1st ed. 2015.
• Σειρά: Springer Series in Statistics,
• Θέματα: Statistics.; Statistical Theory and Methods.; Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law.

This book provides a concise and integrated overview of hypothesis testing in four important subject areas, namely linear and nonlinear models, multivariate analysis, and large sample theory. The approach used is a geometrical one based on the concept of projections and their associated idempotent m...

Πίνακας περιεχομένων:

• 1.Preliminaries
• 2. The Linear Hypothesis
• 3.Estimation
• 4.Hypothesis Testing
• 5.Inference Properties
• 6.Testing Several Hypotheses
• 7.Enlarging the Model
• 8.Nonlinear Regression Models
• 9.Multivariate Models
• 10.Large Sample Theory: Constraint-Equation Hypotheses
• 11.Large Sample Theory: Freedom-Equation Hypotheses
• 12.Multinomial Distribution
• Appendix
• Index.