Nonlinear nonparametric mixed-effects models for unsupervised classification |
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| Authors: | Laura Azzimonti Francesca Ieva Anna Maria Paganoni |
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| Affiliation: | 1. MOX, Dipartimento di Matematica, Politecnico di Milano, via Bonardi 9, 20133, ?Milan, Italy
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| Abstract: | In this work we propose a novel EM method for the estimation of nonlinear nonparametric mixed-effects models, aimed at unsupervised classification. We perform simulation studies in order to evaluate the algorithm performance and we apply this new procedure to a real dataset. |
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