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Estimating Mixture of Gaussian Processes by Kernel Smoothing

When the functional data are not homogeneous, e.g., there exist multiple classes of functional curves in the dataset, traditional estimation methods may fail. In this paper, we propose a new estimation procedure for the Mixture of Gaussian Processes, to incorporate both functional and inhomogeneous...

Täydet tiedot

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Bibliografiset tiedot
Päätekijät: Huang, Mian, Li, Runze, Wang, Hansheng, Yao, Weixin
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: 2014
Aiheet:
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC4068740/
https://ncbi.nlm.nih.gov/pubmed/24976675
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/07350015.2013.868084
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