Linear and Nonlinear Models Fixed effects, random effects, and total least squares /

• Main Authors: Grafarend, Erik (Author), Awange, Joseph (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
• Subjects: Earth sciences.; Geophysics.; Matrix theory.; Algebra.; Statistics.; Earth Sciences.; Geophysics/Geodesy.; Linear and Multilinear Algebras, Matrix Theory.; Statistical Theory and Methods.

Here we present a nearly complete treatment of the Grand Universe of linear and weakly nonlinear regression models within the first 8 chapters. Our point of view is both an algebraic view as well as a stochastic one. For example, there is an equivalent lemma between a best, linear uniformly unbiased...