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A class of model averaging estimators

Article ID Journal Published Year Pages File Type
7349513 Economics Letters 2018 13 Pages PDF
Abstract
Model averaging aims to a trade-off between efficiency and biases. In this paper, a class of model averaging estimators, g-class, is introduced, and its dominance condition over the ordinary least squares estimator is established. All theoretical findings are verified by simulations.
Keywords
C13Finite sample sizemean squared errorSufficient conditionModel averaging
Related Topics
Social Sciences and Humanities Economics, Econometrics and Finance Economics and Econometrics
Preview
A class of model averaging estimators
Authors
Shangwei Zhao, Aman Ullah, Xinyu Zhang,
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Journal
Economics Letters
Journal: Economics Letters
Related Categories
C13
Finite sample size
mean squared error
Sufficient condition
Model averaging
Economics and Econometrics
Economics, Econometrics and Finance (General)
Finance
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