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Chapter
A Selective Overview of Semiparametric Mixture of Regression Models
Finite mixture of regression models have been popularly used in many applications. In this article, we did a systematic review of newly developed semiparametric mixture of regression models. Recent development...
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Article
Base-Calling Using a Random Effects Mixture Model on Next-Generation Sequencing Data
The emergence of next-generation sequencing technology has greatly influenced research in biology and clinical applications. This new technology allows millions of DNA fragments to be sequenced in parallel, re...
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Article
Semiparametric mixtures of regressions with single-index for model based clustering
In this article, we propose two classes of semiparametric mixture regression models with single-index for model based clustering. Unlike many semiparametric/nonparametric mixture regression models that can onl...
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Article
Editorial for ADAC issue 1 of volume 16 (2022)
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Article
Special issue on “Models and learning for clustering and Classification”