Inference in Hidden Markov Models

MATLAB/OCTAVE Code

• Kalman filtering and smoothing (with all three forms of smoothing: RTS, disturbance and Backward Information Recursion) for general (non-stationary) state-space models.
• Resampling in a matlab efficient way (for multinomial, stratified, systematic and residual resampling).