A simple estimator for the characteristic exponent of the stable Paretian distribution

Citation
S. Mittnik et Ms. Paolella, A simple estimator for the characteristic exponent of the stable Paretian distribution, MATH COMP M, 29(10-12), 1999, pp. 161-176
Citations number
36
Categorie Soggetti
Engineering Mathematics
Journal title
MATHEMATICAL AND COMPUTER MODELLING
ISSN journal
08957177 → ACNP
Volume
29
Issue
10-12
Year of publication
1999
Pages
161 - 176
Database
ISI
SICI code
0895-7177(199905/06)29:10-12<161:ASEFTC>2.0.ZU;2-V
Abstract
A new estimator for the index cr of symmetric stable Paretian distributions is proposed. In addition to being numerically simple, fast, and reliable, simulations suggest that even in smell samples, the estimator is unbiased f or alpha is an element of [1,2], and almost exactly normally distributed. S tandard errors are also given, the magnitudes of which are shown to depend only on sample size and not on the true value of alpha. (C) 1999 Elsevier S cience Ltd. All rights reserved.