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Online updating method with new variables for big data streams

For big data arriving in streams, online updating is an important statistical method that breaks the storage barrier and the computational barrier under certain circumstances. In the regression context, online updating algorithms assume that the set of predictor variables does not change, and conseq...

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Bibliografski detalji
Izdano u:Can J Stat
Glavni autori: Wang, Chun, Chen, Ming-Hui, Wu, Jing, Yan, Jun, Zhang, Yuping, Schifano, Elizabeth
Format: Artigo
Jezik:Inglês
Izdano: 2017
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5898930/
https://ncbi.nlm.nih.gov/pubmed/29662263
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/cjs.11330
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