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Generalized Least Squares Book

Generalized Least Squares
Generalized Least Squares, , Generalized Least Squares has a rating of 3 stars
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Generalized Least Squares, , Generalized Least Squares
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  • Generalized Least Squares
  • Written by author Hiroshi Kurata
  • Published by Wiley, John & Sons, Incorporated, August 2004
  • Regression analysis has been one of the most widely used statistical tools for many years, and continues to be developed and applied to new applications. Generalized least squares estimation (GLSE) based on Gauss-Markov theory plays a key role in understa
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Book Categories

Authors

1Preliminaries1
2Generalized least squares estimators25
3Nonlinear versions of the Gauss-Markov theorem67
4SUR and heteroscedastic models97
5Serial correlation model143
6Normal approximation171
7Extension of Gauss-Markov theorem195
8Some further extensions213
9Growth curve model and GLSEs244
AppAsymptotic equivalence of the estimators of [theta] in the AR(1) error model and Anderson model274


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