"Building" exact confidence nets

Andrew R. Francis, Milan Stehlík, Henry P. Wynn

Research output: Contribution to journalArticlepeer-review

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.
Original languageEnglish
Pages (from-to)3145-3165
Number of pages21
JournalBernoulli
Volume23
Issue number4B
DOIs
Publication statusPublished - 2017

Keywords

  • Coxeter groups
  • buildings
  • confidence intervals

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