Model Averaging Estimation Method by Kullback–Leibler Divergence for Multiplicative Error Model

In this paper, we propose the model averaging estimation method for multiplicative error model and construct the corresponding weight choosing criterion based on the Kullback–Leibler divergence with a hyperparameter to avoid the problem of overfitting. The resulting model average estimator is proved...

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Bibliographic Details
Main Authors: Wanbo Lu, Wenhui Shi
Format: Article
Language:English
Published: Wiley 2022-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2022/7706992
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