Time-partitioning Gaussian Process Mixture Model

Guilherme Piantino, Hedibert F. Lopes

Nonstationarity and heterogeneous dynamics are common in financial and macroeconomic time series. Volatility alternates between calm and turbulent regimes, interest rates follow mo…