Ailliot, Pierre; Thompson, Craig; Thomson, Peter - In: Journal of the Royal Statistical Society Series C 58 (2009) 3, pp. 405-426
A new hidden Markov model for the space-time evolution of daily rainfall is developed which models precipitation within hidden regional weather types by censored power-transformed Gaussian distributions. The latter provide flexible and interpretable multivariate models for the mixed...