Please use this identifier to cite or link to this item:
https://hdl.handle.net/20.500.14279/1142
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Nicoleris, Theodoros | - |
dc.contributor.author | Yatracos, Yannis G. | - |
dc.contributor.author | Nicoleris, Theodoros | - |
dc.contributor.other | Γιατράκος, Γιάννης | - |
dc.date.accessioned | 2013-01-23T12:53:29Z | en |
dc.date.accessioned | 2013-05-16T08:22:17Z | - |
dc.date.accessioned | 2015-12-02T08:51:01Z | - |
dc.date.available | 2013-01-23T12:53:29Z | en |
dc.date.available | 2013-05-16T08:22:17Z | - |
dc.date.available | 2015-12-02T08:51:01Z | - |
dc.date.issued | 1997-12 | - |
dc.identifier.citation | Annals of Statistics, 1997, vol. 25, no. 6, pp. 2493-2511 | en_US |
dc.identifier.issn | 905364 | - |
dc.identifier.uri | https://hdl.handle.net/20.500.14279/1142 | - |
dc.description.abstract | L1-optimal minimum distance estimators are provided for a projection pursuit regression type function with smooth functional components that are either additive or multiplicative, in the presence of or without interactions. The obtained rates of convergence of the estimate to the true parameter depend on Kolmogorov's entropy of the assumed model and confirm Stone's heuristic dimensionality reduction principle. Rates of convergence are also obtained for the error in estimating the derivatives of a regression type function. | en_US |
dc.format | en_US | |
dc.language.iso | en | en_US |
dc.relation.ispartof | Annals of Statistics | en_US |
dc.rights | © Institute of Mathematical Statistics | en_US |
dc.subject | Convergence | en_US |
dc.subject | Estimation | en_US |
dc.title | Rates of convergence of estimates, Kolmogorov's entropy and the dimensionality reduction principle in regression | en_US |
dc.type | Article | en_US |
dc.collaboration | Université de Montréal | en_US |
dc.subject.category | Mathematics | en_US |
dc.journals | Open Access | en_US |
dc.country | Canada | en_US |
dc.subject.field | Natural Sciences | en_US |
dc.identifier.doi | 10.1214/aos/1030741082 | en_US |
dc.dept.handle | 123456789/54 | en |
dc.relation.issue | 6 | en_US |
dc.relation.volume | 25 | en_US |
cut.common.academicyear | 1997-1998 | en_US |
dc.identifier.spage | 2493 | en_US |
dc.identifier.epage | 2511 | en_US |
item.languageiso639-1 | en | - |
item.cerifentitytype | Publications | - |
item.fulltext | With Fulltext | - |
item.grantfulltext | open | - |
item.openairetype | article | - |
item.openairecristype | http://purl.org/coar/resource_type/c_6501 | - |
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 | - |
crisitem.journal.journalissn | 2168-8966 | - |
crisitem.journal.publisher | Institute of Mathematical Statistics | - |
Appears in Collections: | Άρθρα/Articles |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
euclid.aos.1030741082.pdf | 158.25 kB | Adobe PDF | View/Open |
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