The profile likelihood estimation for single-index ARCH(\(p\))-M model (Q1717839)
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scientific article; zbMATH DE number 7015878
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | The profile likelihood estimation for single-index ARCH(\(p\))-M model |
scientific article; zbMATH DE number 7015878 |
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The profile likelihood estimation for single-index ARCH(\(p\))-M model (English)
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8 February 2019
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Summary: We propose a class of single-index ARCH(\(p\))-M models and investigate estimators of the parametric and nonparametric components. We first estimate the nonparametric component using local linear smoothing technique and then construct an estimator of parametric component by using profile quasimaximum likelihood method. Under regularity conditions, the asymptotic properties of our estimators are established.
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