Abstract
The main goal of this project is to study the problem of order estimation in the class of Hidden Markov models. This is a classic problem in the inference literature for stochastic processes, with some advances towards order estimation. However, the consistency of the Bayesian Information Criterion (BIC) still remains an open question. This study, which will be conducted based on recent r…