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Estimation of Dynamic Networks for High-Dimensional Nonstationary Time Series

This paper is concerned with the estimation of time-varying networks for high-dimensional nonstationary time series. Two types of dynamic behaviors are considered: structural breaks (i.e., abrupt change points) and smooth changes. To simultaneously handle these two types of time-varying features, a...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
में प्रकाशित:Entropy (Basel)
मुख्य लेखकों: Xu, Mengyu, Chen, Xiaohui, Wu, Wei Biao
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: MDPI 2019
विषय:
ऑनलाइन पहुंच:https://ncbi.nlm.nih.gov/pmc/articles/PMC7516486/
https://ncbi.nlm.nih.gov/pubmed/33285830
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22010055
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