Bayesian nonparametric functional data analysis through density estimation
Bayesian nonparametric functional data analysis through density estimation
About this item
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Author / Creator
Publisher
Oxford: Oxford University Press
Journal title
Language
English
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Publication information
Publisher
Oxford: Oxford University Press
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Scope and Contents
Contents
In many modern experimental settings, observations are obtained in the form of functions and interest focuses on inferences about a collection of such functions. We propose a hierarchical model that allows us simultaneously to estimate multiple curves nonparametrically by using dependent Dirichlet process mixtures of Gaussian distributions to chara...
Alternative Titles
Full title
Bayesian nonparametric functional data analysis through density estimation
Authors, Artists and Contributors
Author / Creator
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Record Identifier
TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_2650433
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_2650433
Other Identifiers
ISSN
0006-3444
E-ISSN
1464-3510
DOI
10.1093/biomet/asn054
