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Strong consistency of nonparametric Bayes density estimation on compact metric spaces with applications to specific manifolds
This article considers a broad class of kernel mixture density models on compact metric spaces and manifolds. Following a Bayesian approach with a nonparametric prior on the location mixing distribution, sufficient conditions are obtained on the kernel, prior and the underlying space for strong post...
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| Autors principals: | , |
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| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
2011
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| Matèries: | |
| Accés en línia: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3439825/ https://ncbi.nlm.nih.gov/pubmed/22984295 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10463-011-0341-x |
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