Mixture of Regression Models with Single-Index

Article, Preprint English OPEN
Xiang, Sijia; Yao, Weixin;
(2018)
  • Publisher: eScholarship, University of California
  • Subject: Statistics - Methodology | stat.ME
    arxiv: Statistics::Theory | Statistics::Applications | Statistics::Methodology | Statistics::Machine Learning

In this article, we propose a class of semiparametric mixture regression models with single-index. We argue that many recently proposed semiparametric/nonparametric mixture regression models can be considered special cases of the proposed model. However, unlike existing... View more
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