Correction of Density Estimators that are not Densities

Several old and new density estimators may have good theoretical performance, but are hampered by not being bona fide densities; they may be negative in certain regions or may not integrate to 1. One can therefore not simulate from them, for example. This paper develops general modification methods...

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Veröffentlicht in:	Scandinavian journal of statistics 2003-06, Vol.30 (2), p.415-427
Hauptverfasser:	Glad, Ingrid K., Hjort, Nils Lid, Ushakov, Nikolai G.
Format:	Artikel
Sprache:	eng
Schlagworte:	Average linear density bona fide densities Density Density distributions Density estimation Estimation bias Estimation methods Estimators mean integrated squared error Preliminary estimates Sample size Statistical theories
Online-Zugang:	Volltext
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