Please use this identifier to cite or link to this item:
https://hdl.handle.net/20.500.14279/2100| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Yatracos, Yannis G. | - |
| dc.contributor.other | Γιατράκος, Γιάννης | - |
| dc.date.accessioned | 2013-01-23T12:47:20Z | en |
| dc.date.accessioned | 2013-05-16T08:22:15Z | - |
| dc.date.accessioned | 2015-12-02T09:28:57Z | - |
| dc.date.available | 2013-01-23T12:47:20Z | en |
| dc.date.available | 2013-05-16T08:22:15Z | - |
| dc.date.available | 2015-12-02T09:28:57Z | - |
| dc.date.issued | 2004-06 | - |
| dc.identifier.citation | Annals of the Institute of Statistical Mathematics, 2004, vol. 56, no. 2, pp. 265-277 | en_US |
| dc.identifier.issn | 15729052 | - |
| dc.identifier.uri | https://hdl.handle.net/20.500.14279/2100 | - |
| dc.description.abstract | Stone's dimensionality reduction principle has been confirmed on several occasions for independent observations. When dependence is expressed with φ-mixing, a minimum distance estimate θ̂n is proposed for a smooth projection pursuit regression-type function θ ∈, that is either additive or multiplicative, in the presence of or without interactions. Upper bounds on the L1-risk and the L 1-error of θ̂n are obtained, under restrictions on the order of decay of the mixing coefficient. The bounds show explicitly the additive effect of φ-mixing on the error, and confirm the dimensionality reduction principle. | en_US |
| dc.format | en_US | |
| dc.language.iso | en | en_US |
| dc.relation.ispartof | Annals of the Institute of Statistical Mathematics | en_US |
| dc.rights | © The Institute of Statistical Mathematics | en_US |
| dc.rights | Attribution-NonCommercial-NoDerivs 3.0 United States | * |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/us/ | * |
| dc.subject | Mathematical models | en_US |
| dc.subject | Parameter estimation | en_US |
| dc.subject | Statistical methods | en_US |
| dc.subject | Problem solving | en_US |
| dc.title | Dependence and the dimensionality reduction principle | en_US |
| dc.type | Article | en_US |
| dc.affiliation | National University of Singapore | en |
| dc.collaboration | National University of Singapore | en_US |
| dc.subject.category | Media and Communications | en_US |
| dc.journals | Hybrid Open Access | en_US |
| dc.country | Cyprus | en_US |
| dc.subject.field | Social Sciences | en_US |
| dc.publication | Peer Reviewed | en_US |
| dc.identifier.doi | 10.1007/BF02530545 | en_US |
| dc.dept.handle | 123456789/54 | en |
| dc.relation.issue | 2 | en_US |
| dc.relation.volume | 56 | en_US |
| cut.common.academicyear | 2004-2005 | en_US |
| dc.identifier.spage | 265 | en_US |
| dc.identifier.epage | 277 | en_US |
| item.cerifentitytype | Publications | - |
| item.openairetype | article | - |
| item.fulltext | No Fulltext | - |
| item.grantfulltext | none | - |
| item.languageiso639-1 | en | - |
| item.openairecristype | http://purl.org/coar/resource_type/c_6501 | - |
| crisitem.journal.journalissn | 1572-9052 | - |
| crisitem.journal.publisher | Springer Nature | - |
| crisitem.author.dept | Department of Communication and Internet Studies | - |
| crisitem.author.faculty | Faculty of Communication and Media Studies | - |
| crisitem.author.parentorg | Faculty of Communication and Media Studies | - |
| Appears in Collections: | Άρθρα/Articles | |
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