Nonparametric estimation of multivariate hidden Markov models using tensor-product B-splines

Rouven Michels, Roland Langrock

For multivariate time series driven by underlying states, hidden Markov models (HMMs) constitute a powerful framework which can be flexibly tailored to the situation at hand. Howev…