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Hidden Markov Models (Hamilton 1989)
Source: Hamilton, J. D. (1989). “A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle.” Econometrica, 57(2), 357-384.
Implementation of a regime-switching Hidden Markov Model with Gaussian emissions. Includes the Viterbi algorithm for online state decoding and placeholder for Baum-Welch training.
Structs§
- HMM
- A Hidden Markov Model for regime detection.