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dc.contributor.author
Llop Orzan, Pamela Nerina  
dc.contributor.author
Forzani, Liliana Maria  
dc.contributor.author
Fraiman, Jacob Ricardo  
dc.date.available
2019-01-12T12:59:49Z  
dc.date.issued
2011-01  
dc.identifier.citation
Llop Orzan, Pamela Nerina; Forzani, Liliana Maria; Fraiman, Jacob Ricardo; On local times, density estimation and supervised classification from functional data; Elsevier Inc; Journal Of Multivariate Analysis; 102; 1; 1-2011; 73-86  
dc.identifier.issn
0047-259X  
dc.identifier.uri
http://hdl.handle.net/11336/67964  
dc.description.abstract
In this paper, we define a n-consistent nonparametric estimator for the marginal density function of an order one stationary process built up from a sample of i.i.d continuous time trajectories. Under mild conditions we obtain strong consistency, strong orders of convergence and derive the asymptotic distribution of the estimator. We extend some of the results to the non-stationary case. We propose a nonparametric classification rule based on local times (occupation measure) and include some simulations studies.  
dc.format
application/pdf  
dc.language.iso
eng  
dc.publisher
Elsevier Inc  
dc.rights
info:eu-repo/semantics/openAccess  
dc.rights.uri
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/  
dc.subject
Functional Data  
dc.subject
Density Estimation  
dc.subject
Nearest Neighbor  
dc.subject.classification
Matemática Pura  
dc.subject.classification
Matemáticas  
dc.subject.classification
CIENCIAS NATURALES Y EXACTAS  
dc.title
On local times, density estimation and supervised classification from functional data  
dc.type
info:eu-repo/semantics/article  
dc.type
info:ar-repo/semantics/artículo  
dc.type
info:eu-repo/semantics/publishedVersion  
dc.date.updated
2019-01-11T18:44:11Z  
dc.journal.volume
102  
dc.journal.number
1  
dc.journal.pagination
73-86  
dc.journal.pais
Países Bajos  
dc.journal.ciudad
Amsterdam  
dc.description.fil
Fil: Llop Orzan, Pamela Nerina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Santa Fe. Instituto de Matemática Aplicada del Litoral. Universidad Nacional del Litoral. Instituto de Matemática Aplicada del Litoral; Argentina  
dc.description.fil
Fil: Forzani, Liliana Maria. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Santa Fe. Instituto de Matemática Aplicada del Litoral. Universidad Nacional del Litoral. Instituto de Matemática Aplicada del Litoral; Argentina  
dc.description.fil
Fil: Fraiman, Jacob Ricardo. Universidad de la República; Uruguay  
dc.journal.title
Journal Of Multivariate Analysis  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/doi/http://dx.doi.org/10.1016/j.jmva.2010.08.002