Extending finite mixture models with skew-normal distributions and hidden Markov models for time series

Andrea Nigri, Marco Forti, Han Lin Shang

We introduce an extension of finite mixture models by incorporating skew-normal distributions within a Hidden Markov Model framework. By assuming a constant transition probability…