mixvlmc

Variable Length Markov Chains with Covariates

CRAN Package

Estimates Variable Length Markov Chains (VLMC) models and VLMC with covariates models from discrete sequences. Supports model selection via information criteria and simulation of new sequences from an estimated model. See Bühlmann, P. and Wyner, A. J. (1999) for VLMC and Zanin Zambom, A., Kim, S. and Lopes Garcia, N. (2022) for VLMC with covariates.

  • Version0.2.1
  • R version≥ 2.10
  • LicenseGPL (≥ 3)
  • Needs compilation?Yes
  • Last release10/31/2023

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  • Depends1 package
  • Imports12 packages
  • Suggests9 packages
  • Linking To1 package