On classifying processes

Gusztáv Morvai*, Benjamin Weiss

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

21 Scopus citations

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
StatePublished - Jun 2005

Keywords

  • Nonparametric classification
  • Stationary and ergodic processes

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