Hidden Markov Model

A Gaussian Hidden Markov Model fit on SPY daily log-returns + 21-day realized volatility. It infers hidden market regimes — calm bull, chop, crisis — and the probability the market is in each right now (filtered, no look-ahead). Regimes are named after fitting by their realized return and volatility.