Market Regime Detection via Realized Covariances: A Comparison between Unsupervised Learning and Nonlinear Models

Andrea Bucci, Vito Ciciretti

There is broad empirical evidence of regime switching in financial markets. The transition between different market regimes is mirrored in correlation matrices, whose time-varying…