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Change Point Test for the Conditional Mean of Time Series of Counts Based on Support Vector Regression

This study considers support vector regression (SVR) and twin SVR (TSVR) for the time series of counts, wherein the hyper parameters are tuned using the particle swarm optimization (PSO) method. For prediction, we employ the framework of integer-valued generalized autoregressive conditional heterosk...

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Lee, Sangyeol, Lee, Sangjo
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8067966/
https://ncbi.nlm.nih.gov/pubmed/33917192
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e23040433
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