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Statistics & Risk Modeling
Article . 2000 . Peer-reviewed
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INTERVAL ESTIMATION FOR THE RATIO OF SCALE PARAMETERS AND FOR ORDERED SCALE PARAMETERS

Interval estimation for the ratio of scale parameters and for ordered scale parameters
Authors: Iliopoulos, G.; Kourouklis, S.;

INTERVAL ESTIMATION FOR THE RATIO OF SCALE PARAMETERS AND FOR ORDERED SCALE PARAMETERS

Abstract

Summary: Confidence intervals for the ratio of scale parameters are constructed in general families of distributions with nuisance (location) parameters. Each of these intervals has coverage probability at least as large as that of the standard minimum size (i.e., minimum ratio of endpoints) interval and, in addition, smaller size. Then analogous improved confidence intervals for the scale parameters subject to order restriction are derived. The method of construction is similar to that of \textit{C. Goutis} and \textit{G. Casella} [Ann. Stat. 19, No. 4, 2015-2031 (1991; Zbl 0745.62026); J. Stat. Plann. Inference 44, No. 3, 327-340 (1995; Zbl 0811.62038)]. Examples are given and include the normal and exponential distributions as well as the inverse Gaussian distribution which is not a purely location-scale model. Applications to interval estimation of the error variance in variance components models are also discussed.

Keywords

Parametric tolerance and confidence regions, Statistical decision theory, scale parameters, order restriction, Parametric inference under constraints, confidence intervals

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
bronze