Efficient computational schemes for supervised learning ofmultivariate t mixture models with missing information

碩士 === 東海大學 === 統計學系 === 95 === A finite mixture model using the multivariate t distribution has been well recognized as a robust extension of Gaussian mixtures. This paper presents an efficient PX-EM algorithm for supervised learning of multivariate t mixture models in the presence of missing value...

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Bibliographic Details
Main Authors: Chia-Yu Chang, 張家玉
Other Authors: Tsung-I Lin
Format: Others
Language:en_US
Published: 2006
Online Access:http://ndltd.ncl.edu.tw/handle/30114475996940869491