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Bayesian Nonparametric Functional Data Analysis Through Density Estimation

In many modern experimental settings, observations are obtained in the form of functions, and interest focuses on inferences on a collection of such functions. We propose a hierarchical model that allows us to simultaneously estimate multiple curves nonparametrically by using dependent Dirichlet Pro...

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Bibliografske podrobnosti
Main Authors: Rodríguez, Abel, Dunson, David B., Gelfand, Alan E.
Format: Artigo
Jezik:Inglês
Izdano: 2009
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC2650433/
https://ncbi.nlm.nih.gov/pubmed/19262739
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