Browsing K-State Electronic Theses, Dissertations, and Reports: 2004 - by Subject "T-distribution"

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Browsing K-State Electronic Theses, Dissertations, and Reports: 2004 - by Subject "T-distribution"

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  • Robust mixture linear EIV regression models by t-distribution
    Liu, Yantong (Kansas State University, 2013)
    A robust estimation procedure for mixture errors-in-variables linear regression models is proposed in the report by assuming the error terms follow a t-distribution. The estimation procedure is implemented by an EM algorithm ...
  • Robust mixture regression models using t-distribution
    Wei, Yan (Kansas State University, 2012)
    In this report, we propose a robust mixture of regression based on t-distribution by extending the mixture of t-distributions proposed by Peel and McLachlan (2000) to the regression setting. This new mixture of regression ...