DOAJ Open Access 2023

A New Soft-Clipping Discrete Beta GARCH Model and Its Application on Measles Infection

Huaping Chen

Abstrak

In this paper, we develop a novel soft-clipping discrete beta GARCH (ScDBGARCH) model that provides an available method to model bounded time series with under-dispersion, equi-dispersion or over-dispersion. The new model not only allows positive dependence, but also negative dependence. The stochastic properties of the models are established, and these results are, in turn, used in the analysis of the asymptotic properties of the conditional maximum likelihood (CML) estimator of the new model. In addition, we apply the new model to measles infection to show its improved performance.

Topik & Kata Kunci

Statistics

Penulis (1)

Huaping Chen

Format Sitasi

APA MLA BibTeX

Chen, H. (2023). A New Soft-Clipping Discrete Beta GARCH Model and Its Application on Measles Infection. https://doi.org/10.3390/stats6010018

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Informasi Jurnal

Tahun Terbit: 2023
Sumber Database: DOAJ
DOI: 10.3390/stats6010018
Akses: Open Access ✓