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Identifiability and estimation of structural vector autoregressive models for subsampled and mixed-frequency time series

Causal inference in multivariate time series is challenging because the sampling rate may not be as fast as the time scale of the causal interactions, so the observed series is a subsampled version of the desired series. Furthermore, series may be observed at different sampling rates, yielding mixed...

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Detalhes bibliográficos
Publicado no:Biometrika
Main Authors: Tank, A, Fox, E B, Shojaie, A
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6508036/
https://ncbi.nlm.nih.gov/pubmed/31097836
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asz007
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