The expectation-maximization algorithm for autoregressive models with normal inverse Gaussian innovations

Monika S. Dhull, Arun Kumar, Agnieszka Wylomanska

The autoregressive (AR) models are used to represent the time-varying random process in which output depends linearly on previous terms and a stochastic term (the innovation). In t…