On the minimum of the Fisher information about the scale parameter and the singular Sturme-Liouville problem

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Abstract

The problem of minimizing the Fisher information about the scale parameter is shown to be related to the singular Sturme-Liouville problem. A greatest lower bound is established for this functional with respect to densities having a compact support on the interval [a,b]. This result can be applied to the construction of an optimal credibility factor in the context of actuarial science.

Original languageEnglish
Pages (from-to)29-35
Number of pages7
JournalJournal of Statistical Planning and Inference
Volume88
Issue number1
DOIs
StatePublished - 1 Jul 2000

Keywords

  • 62B10
  • 62E20
  • Credibility theory
  • Fisher information
  • Least favorable distribution
  • Sturme-Liouville problem

ASJC Scopus subject areas

  • Statistics and Probability
  • Statistics, Probability and Uncertainty
  • Applied Mathematics

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