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  4. "Building" Exact Confidence Nets
 
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"Building" Exact Confidence Nets

Journal
Bernoulli
Date Issued
2017-11-01
Author(s)
Andrew R. Francis
Stehlik, Milán  
Facultad de Ciencias  
Henry P. Wynn
DOI
10.3150/16-bej839
WoS ID
WOS:000403032000006
Abstract
Confidence nets, that is, collections of confidence intervals that fill out the parameter space and whose exact parameter coverage can be computed, are familiar in nonparametric statistics. Here, the distributional assumptions are based on invariance under the action of a finite reflection group. Exact confidence nets are exhibited for a single parameter, based on the root system of the group. The main result is a formula for the generating function of the coverage interval probabilities. The proof makes use of the theory of "buildings" and the Chevalley factorization theorem for the length distribution on Cayley graphs of finite reflection groups.
Subjects

Statistics And Probab...

OCDE Subjects

Natural Sciences::Mat...

Quartile (Date Issued)
Q1
License
acceso abierto

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