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Robust Model Selection for Stochastic Processes

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Publication:2876227
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DOI10.1080/03610926.2013.851220zbMath1320.60130OpenAlexW1970978076WikidataQ101496378 ScholiaQ101496378MaRDI QIDQ2876227

M. L. L. Viola, V. A. González-López, Jesús E. García

Publication date: 18 August 2014

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2013.851220

zbMATH Keywords

Bayesian information criterionrobust model selectionvariable length Markov chainscontext tree


Mathematics Subject Classification ID

Nonparametric robustness (62G35) Markov processes: estimation; hidden Markov models (62M05) Markov chains (discrete-time Markov processes on discrete state spaces) (60J10)




Cites Work

  • Random perturbations of stochastic processes with unbounded variable length memory
  • A new index to measure positive dependence in trivariate distributions
  • Variable length Markov chains
  • Context tree selection and linguistic rhythm retrieval from written texts
  • Modeling of Acoustic Signal Energies with a Generalized Frank Copula. A Linguistic Conjecture is Reviewed
  • Context tree estimation for not necessarily finite memory processes, via BIC and MDL
  • A universal data compression system
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