Consistency of phi-Divergence Errors of Barron Density Estimates
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21340%2F05%3A00117065" target="_blank" >RIV/68407700:21340/05:00117065 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Consistency of phi-Divergence Errors of Barron Density Estimates
Original language description
In this contribution we are interested in the asymptotic properties of the Barron estimator if its error is measured by f-divergences with the true density for a general class of functions f. In quantized models leading to reduced f-divergences we provethe consistency of this estimator in the reduced f-divergence and in the expected reduced f-divergence. Further, we formulate conditions under which it is possible to extend the obtained results also to the original non-quantized models. Our conditions and results are then compared with those of Berlinet et al. (1998).
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
BB - Applied statistics, operational research
OECD FORD branch
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Result continuities
Project
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Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2005
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 6th International PhD Workshop on Systems and Control a Yang Generation Viewpoint
ISBN
961-6303-74-0
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
1-6
Publisher name
Jozef Stefan Institute
Place of publication
Ljubjana
Event location
Izola-Simon zaliv
Event date
Oct 4, 2005
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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