Abstract
This project develops a new methodology for modeling and forecasting economicregimes using a Dirichlet Process Mixture of Gaussian Processes (DPGP). The approachis motivated by the need to capture nonlinearities, nonstationarity, and structuralchanges commonly observed in macroeconomic and financial time series. GaussianProcesses (GPs) offer a flexible, probabilistic framework for modelin…