Bayesian Inference for Linear Dynamic Models with Dirichlet Process Mixtures

François Caron, Manuel Davy, Arnaud Doucet +2

Using Kalman techniques, it is possible to perform optimal estimation in linear Gaussian state-space models. We address here the case where the noise probability density functions…