Predictive Likelihood for Coherent Forecasting of Count Time Series

Siuli Mukhopadhyay, V. Sathish

A new forecasting method based on the concept of the profile predictive the likelihood function is proposed for discrete-valued processes. In particular, generalized autoregressive…