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Novel robust time series analysis for long-term and short-term prediction

Nonlinear phenomena are universal in ecology. However, their inference and prediction are generally difficult because of autocorrelation and outliers. A traditional least squares method for parameter estimation is capable of improving short-term prediction by estimating autocorrelation, whereas it h...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Okamura, Hiroshi, Osada, Yutaka, Nishijima, Shota, Eguchi, Shinto
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8184922/
https://ncbi.nlm.nih.gov/pubmed/34099758
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-91327-8
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