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Time-partitioning Gaussian Process Mixture Model

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    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…