Please use this identifier to cite or link to this item:
https://hdl.handle.net/10316/100146
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Tenreiro, Carlos | - |
dc.date.accessioned | 2022-05-18T23:21:24Z | - |
dc.date.available | 2022-05-18T23:21:24Z | - |
dc.date.issued | 2022 | - |
dc.identifier.uri | https://hdl.handle.net/10316/100146 | - |
dc.description.abstract | In this paper we derive asymptotic expressions for the mean integrated squared error of a class of delta sequence density estimators for circular data. This class includes the class of kernel density estimators usually considered in the literature, as well as a new class which is closer in spirit to the class of Parzen--Rosenblatt estimators for linear data. For these two classes of kernel density estimators, a Fourier series-based direct plug-in approach for bandwidth selection is presented. The proposed bandwidth selector has a $n^{-1/2}$ relative convergence rate whenever the underlying density is smooth enough and the simulation results testify that it presents a very good finite sample performance against other bandwidth selectors in the literature. | pt |
dc.language.iso | eng | pt |
dc.publisher | Taylor and Francis | pt |
dc.relation | UIDB/00324/2020 | pt |
dc.rights | embargoedAccess | pt |
dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | pt |
dc.subject | Circular data | pt |
dc.subject | Kernel density estimation | pt |
dc.subject | Bandwidth selection | pt |
dc.subject | Plug-in rule | pt |
dc.subject | Fourier series-based estimators | pt |
dc.title | Kernel density estimation for circular data: a Fourier series-based plug-in approach for bandwidth selection | pt |
dc.type | article | - |
degois.publication.firstPage | 377 | pt |
degois.publication.lastPage | 406 | pt |
degois.publication.title | Journal of Nonparametric Statistics | pt |
dc.relation.publisherversion | https://www.tandfonline.com/doi/full/10.1080/10485252.2022.2057974 | pt |
dc.peerreviewed | yes | pt |
dc.identifier.doi | 10.1080/10485252.2022.2057974 | pt |
degois.publication.volume | 34 (2) | pt |
dc.date.embargo | 2024-01-01 | * |
uc.date.periodoEmbargo | 730 | pt |
item.languageiso639-1 | en | - |
item.grantfulltext | open | - |
item.fulltext | Com Texto completo | - |
item.openairecristype | http://purl.org/coar/resource_type/c_18cf | - |
item.openairetype | article | - |
item.cerifentitytype | Publications | - |
crisitem.author.researchunit | CMUC - Centre for Mathematics of the University of Coimbra | - |
crisitem.author.orcid | 0000-0002-5495-6644 | - |
crisitem.project.grantno | Center for Mathematics, University of Coimbra- CMUC | - |
Appears in Collections: | I&D CMUC - Artigos em Revistas Internacionais |
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File | Description | Size | Format | |
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decd-author's version.pdf | article | 566.36 kB | Adobe PDF | View/Open |
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