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dc.contributor.author
Kudraszow, Nadia Laura  
dc.contributor.author
Vieu, Philippe  
dc.date.available
2017-08-14T22:02:24Z  
dc.date.issued
2013-08  
dc.identifier.citation
Kudraszow, Nadia Laura; Vieu, Philippe; Uniform consistency of kNN regressors for functional variables; Elsevier; Statistics & Probability Letters; 83; 8; 8-2013; 1863-1870  
dc.identifier.issn
0167-7152  
dc.identifier.uri
http://hdl.handle.net/11336/22388  
dc.description.abstract
This paper is devoted to nonparametric analysis of functional data. We give asymptotic results for a kNN generalized regression estimator when the observed variables take values in any abstract space. The main novelty is our uniform consistency result (with rates).  
dc.format
application/pdf  
dc.language.iso
eng  
dc.publisher
Elsevier  
dc.rights
info:eu-repo/semantics/openAccess  
dc.rights.uri
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/  
dc.subject
Functional Data Analysis  
dc.subject
K  
dc.subject
Nonparametric Statistics  
dc.subject
Uniform Consistency  
dc.subject
Nn Regression  
dc.subject.classification
Otras Matemáticas  
dc.subject.classification
Matemáticas  
dc.subject.classification
CIENCIAS NATURALES Y EXACTAS  
dc.title
Uniform consistency of kNN regressors for functional variables  
dc.type
info:eu-repo/semantics/article  
dc.type
info:ar-repo/semantics/artículo  
dc.type
info:eu-repo/semantics/publishedVersion  
dc.date.updated
2017-08-14T19:50:17Z  
dc.journal.volume
83  
dc.journal.number
8  
dc.journal.pagination
1863-1870  
dc.journal.pais
Países Bajos  
dc.journal.ciudad
Ámsterdam  
dc.description.fil
Fil: Kudraszow, Nadia Laura. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Universidad Nacional de La Plata. Facultad de Ciencias Exactas. Departamento de Matemáticas; Argentina  
dc.description.fil
Fil: Vieu, Philippe. Universite Paul Sabatier. Institut de Mathematiques de Toulouse; Francia  
dc.journal.title
Statistics & Probability Letters  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/doi/http://dx.doi.org/10.1016/j.spl.2013.04.017  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/url/http://www.sciencedirect.com/science/article/pii/S0167715213001387  

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