Lau, John W.; So, Mike K.P. - In: Computational Statistics & Data Analysis 53 (2008) 1, pp. 38-60
An infinite mixture of autoregressive models is developed. The unknown parameters in the mixture autoregressive model follow a mixture distribution, which is governed by a Dirichlet process prior. One main feature of our approach is the generalization of a finite mixture model by having the...