Linear and Nonlinear Models: Fixed Effects, Random Effects, and Mixed Models

✍ Scribed by Grafarend E. W.

• Book ID: 127448556
• Year: 2006
• Tongue: English
• Weight: 5 MB
• Category: Library
• ISBN: 3110199734

✦ Synopsis

This monograph offers a thorough treatment of methods for solving over- and underdetermined systems of equations. The considered problems can be non-linear or linear, and deterministic models as well as statistical effects are discussed. Considered methods include, e.g., minimum norm and least squares solution methods with respect to weighted norms. In-addition, minimum bias and minimum variance methods as well as the Tikhonov-Phillips regularization are considered. In an extensive appendix, all necessary prerequisites like matrix algebra, matrix analysis and Lagrange multipliers are presented. An extended list of references is also provided.

✦ Subjects

Математическая статистика