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Inference about the tail of a distribution. Improvement on the Hill estimator
- Source :
- International Journal of Mathematics and Mathematical Sciences Volume 2010, Article ID 924013
- Publication Year :
- 2010
-
Abstract
- The Hill estimator is often used to infer the power behavior in tails of experimental distribution functions. This estimator is known to produce bad results in certain situations which have lead to the so-called Hill horror plots. In this brief note, we propose an improved estimator which is simple and coherent and often provides an efficient remedy in the bad situations, especially when the distribution is decreasing slowly, when the data is restricted by external cuts to lie within a finite domain, or even when the distribution is increasing.<br />Comment: 22 pages, 4 figures
- Subjects :
- Mathematics - Statistics Theory
Subjects
Details
- Database :
- arXiv
- Journal :
- International Journal of Mathematics and Mathematical Sciences Volume 2010, Article ID 924013
- Publication Type :
- Report
- Accession number :
- edsarx.1007.4334
- Document Type :
- Working Paper