Comparing regression methods with non-Gaussian stable errors

Nolan and Ojeda-Revah in [16] proposed a regression model with heavy-tailed stable errors. In this paper, we extend this method for multivariate heavy-tailed errors. Furthermore, A likelihood ratio test (LRT) for testing significant of regression coefficients is proposed. Also, confidence intervals...

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Bibliographic Details
Main Authors: Reza Alizadeh Noughabi, Adel Mohammadpour
Format: Article
Language:English
Published: Amirkabir University of Technology 2022-02-01
Series:AUT Journal of Mathematics and Computing
Subjects:
Online Access:https://ajmc.aut.ac.ir/article_4575_0cb2feab9a696847663b1f831beeb0c3.pdf