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A computationally efficient nonparametric approach for changepoint detection

In this paper we build on an approach proposed by Zou et al. (2014) for nonparametric changepoint detection. This approach defines the best segmentation for a data set as the one which minimises a penalised cost function, with the cost function defined in term of minus a non-parametric log-likelihoo...

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Detalles Bibliográficos
Autores principales: Haynes, Kaylea, Fearnhead, Paul, Eckley, Idris A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6994226/
https://www.ncbi.nlm.nih.gov/pubmed/32063685
http://dx.doi.org/10.1007/s11222-016-9687-5

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