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Empirical likelihood inference in autoregressive models with time-varying variances

This paper develops the empirical likelihood ( $ \mathrm {EL} $ ) inference procedure for parameters in autoregressive models with the error variances scaled by an unknown nonparametric time-varying function. Compared with existing methods based on non-parametric and semi-parametric estimation, the...

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Bibliografische Detailangaben
Hauptverfasser: Yu Han, Chunming Zhang
Format: Artigo
Sprache:Inglês
Veröffentlicht: Taylor & Francis Group 2022-05-01
Schriftenreihe:Statistical Theory and Related Fields
Schlagworte:
Online-Zugang:http://dx.doi.org/10.1080/24754269.2021.1913977
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