The Linear Model and Hypothesis A General Unifying Theory /

• Main Author: Seber, George (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Edition: 1st ed. 2015.
• Series: Springer Series in Statistics,
• Subjects: 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...

Table of Contents:

• 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.