Fiorentini, G.; Planas, C.; Rossi, A. - In: Computational Statistics & Data Analysis 56 (2012) 9, pp. 2650-2662
Analytical results for reducing the parameter space dimension when computing the marginal likelihood are given for the broad class of dynamic mixture models. These results allow the integration of scale parameters out of the likelihood by Kalman filtering and Gaussian quadrature. The method is...