Heather J. Lynch

Particle Gibbs Sampling for Regime-Switching State-Space Models

Regime-switching state-space models (RS-SSMs) are an important class of statistical models that can be used to represent real-world phenomena. Unlike regular state-space models, RS-SSMs allow for dynamic uncertainty in the state transition and observations distributions, making them much more expres…