Markovian regime-switching models: regime detection, short memory or long memory and prediction.

Summary In this work, we are interested in the study of Markovian regime-switching models. We study the possible detection of several regimes in data simulated from Markovian regime-switching models using different empirical estimators. We also study the long or short memory behavior of these models and compare their prediction performances with those of long memory models.