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SHIFTED HILL'S ESTIMATOR FOR HEAVY TAILS.

Authors :
Aban, InmaculadaB.
Meerschaert1†, MarkM.
Source :
Communications in Statistics: Simulation & Computation. Nov2001, Vol. 30 Issue 4, p949-962. 14p. 2 Charts.
Publication Year :
2001

Abstract

Hill's estimator is a popular method for estimating the thickness of heavy tails. In this paper we modify Hill's estimator to make it shift-invariant as well as scale-invariant. The resulting shifted Hill's estimator is a more robust method of estimating tail thickness. [ABSTRACT FROM AUTHOR]

Subjects

Subjects :
*HILL'S equation
*ORDER statistics

Details

Language :
English
ISSN :
03610918
Volume :
30
Issue :
4
Database :
Academic Search Index
Journal :
Communications in Statistics: Simulation & Computation
Publication Type :
Academic Journal
Accession number :
8741448
Full Text :
https://doi.org/10.1081/SAC-100107790