Invariance Principle and Berry–Esseen Bound for Error Variance Estimator for Pth-Order Nonlinear Autoregressive Models

The invariance principle and Berry–Esseen bound for an error variance estimator based on the residuals are established by using a Taylor expansion and the classical invariance principle and Berry–Esseen bound for independent random variables. Some examples are given to illustrate their applications....

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Bibliographic Details
Main Authors: Kaiyu Liang, Yong Zhang, Xue Ding
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Axioms
Subjects:
Online Access:https://www.mdpi.com/2075-1680/13/11/746
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