On classifying processes

Gusztáv Morvai, Benjamin Weiss

Research output: Contribution to journalArticle

15 Citations (Scopus)

Abstract

We prove several results concerning classifications, based on successive observations (X1, ..., Xn) of an unknown stationary and ergodic process, for membership of a given class of processes, such as the class of all finite-order Markov chains.

Original languageEnglish
Pages (from-to)523-532
Number of pages10
JournalBernoulli
Volume11
Issue number3
DOIs
Publication statusPublished - Jun 1 2005

Keywords

  • Nonparametric classification
  • Stationary and ergodic processes

ASJC Scopus subject areas

  • Statistics and Probability

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