hidden markov models

Clustering to Identify States for Hidden Markov Models: Applications for Macroeconomic Time Series

Regime switching is a common modelling tool in macroeconomics used in an attempt to explicitly model structural shifts observed in the data. However, these structural shifts are usually unable to be identified. Researchers usually assume the number …