Properties of Markov Chains in MS models
1) homogeneous
2) first-order, latent, ergodic, irreducible
Inference on state process: filtered vs. smoothed probabilities
Filtered: REAL-TIME inference on state probabilities
smoothed: FULL-SAMPLE inference on state probability (using also info from before)