Parameter Estimation of Heavy-Tailed AR Model with Missing Data via Stochastic EM

Junyan Liu, Sandeep Kumar, Daniel P. Palomar

The autoregressive (AR) model is a widely used model to understand time series data. Traditionally, the innovation noise of the AR is modeled as Gaussian. However, many time series…