Maximum likelihood estimation in mixtures of multivariate STN distributions and its applications

碩士 === 國立中興大學 === 統計學研究所 === 100 === In this thesis, we present a robust probabilistic mixture model based on the multivariate skew-t-normal distribution, a skew extension of the multivariate Student’s t distribution with more powerful abilities in modelling data whose distribution seriously deviate...

Full description

Bibliographic Details
Main Authors: Chai-Rong Lee, 李佳蓉
Other Authors: Tsung-I Lin
Format: Others
Language:en_US
Published: 2012
Online Access:http://ndltd.ncl.edu.tw/handle/enkhdv