Dynamic Count Mixture Models (DCMM)

Berry and West (2019) proposed dynamic count mixture models aiming at forecasting count-valued time series containing multiple time granularities across multiple outlets. Here I summarise the decouple/recouple idea of the model and provide a brief introduction of their DCMM models and extensions.