Shrinkage Estimation of Linear Regression Models with GARCH Errors

This paper introduces shrinkage estimators for the parameter vector of a linear regression model with con- ditionally heteroscedastic errors such as the class of generalized autoregressive conditional heteroscedastic (GARCH) errors when some of the regression parameters are restricted to a subspace....

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Bibliographic Details
Main Authors: S. Hossain, M. Ghahramani
Format: Article
Language:English
Published: Springer 2016-11-01
Series:Journal of Statistical Theory and Applications (JSTA)
Subjects:
Online Access:https://www.atlantis-press.com/article/25867323.pdf