ENGLISH

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

By Grafarend E. W.

Book information

Year
2006
ISBN
3110162164, 9783110162165, 9783110199734
LCC
QA278.2 .G726 2006
Open Library ID
OL3420315M
Language
english
Format
PDF
Filesize
5 MB (5010805 bytes)
Pages
773\773
Library
mexmat
Time added
2009-07-20 03:45:11
Математика;Теория вероятностей и математическая ст

Description

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.

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