Generalized Least Squares
Copyright © 2004 John Wiley & Sons, Ltd

Author(s): Takeaki Kariya, Hiroshi Kurata
Published Online: 8 SEP 2004
Print ISBN: 9780470866979
Online ISBN: 9780470866993
DOI: 10.1002/0470866993
Book Series: Wiley Series in Probability and Statistics
Series Editor(s): Walter A. Shewhart, Samuel S. Wilks
About this Book
Generalised Least Squares adopts a concise and mathematically rigorous approach. It will provide an up-to-date self-contained introduction to the unified theory of generalized least squares estimations, adopting a concise and mathematically rigorous approach. The book covers in depth the 'lower and upper bounds approach', pioneered by the first author, which is widely regarded as a very powerful and useful tool for generalized least squares estimation, helping the reader develop their understanding of the theory. The book also contains exercises at the end of each chapter and applications to statistics, econometrics, and biometrics, enabling use for self-study or as a course text.