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Multiple change point detection and validation in autoregressive time series data

It is quite common that the structure of a time series changes abruptly. Identifying these change points and describing the model structure in the segments between these change points is of interest. In this paper, time series data is modelled assuming each segment is an autoregressive time series w...

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Detalhes bibliográficos
Publicado no:Stat Pap (Berl)
Main Authors: Ma, Lijing, Grant, Andrew J., Sofronov, Georgy
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7116705/
https://ncbi.nlm.nih.gov/pubmed/33564212
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s00362-020-01198-w
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