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A Predictive Study of Dirichlet Process Mixture Models for Curve Fitting
This paper examines the use of Dirichlet process (DP) mixtures for curve fitting. An important modelling aspect in this setting is the choice between constant or covariate-dependent weights. By examining the problem of curve fitting from a predictive perspective, we show the advantages of using cova...
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| Publicado no: | Scand Stat Theory Appl |
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| Main Authors: | , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2013
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4225571/ https://ncbi.nlm.nih.gov/pubmed/25395718 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/sjos.12047 |
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