Context Tree Prior Distributions based on Node Weighting with exact Bayes Factors

Thiago Paulichen, Victor Freguglia

Variable-length Markov chains (VLMCs) are a flexible class of higher-order Markov models that admit a natural representation as context trees. Existing Bayesian methods for specify…