Robust mixture regression model fitting by Laplace distribution

Master of Science === Department of Statistics === Weixing Song === A robust estimation procedure for mixture linear regression models is proposed in this report by assuming the error terms follow a Laplace distribution. EM algorithm is imple- mented to conduct the estimation procedure of missing...

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Bibliographic Details
Main Author: Xing, Yanru
Language:en_US
Published: Kansas State University 2013
Subjects:
Online Access:http://hdl.handle.net/2097/16534