TPGPMM

New Bayesian Model Identifies Financial Regimes in Time Series Data

Researchers have introduced the Time-partitioning Gaussian Process Mixture Model (TPGPMM), a novel Bayesian nonparametric framework designed to identify persistent regimes and model nonstationary dependencies within tim…