An advanced hidden Markov model for hourly rainfall time series

Programming With Models: Writing Statistical Algorithms for General Model Structures With NIMBLE

(2017) Perry de Valpine et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Modeling jointly low, moderate, and heavy rainfall intensities without a threshold selection

(2016) Philippe Naveau et al.   WATER RESOURCES RESEARCH

MCMC implementation for Bayesian hidden semi-Markov models with illustrative applications

(2013) Theodoros Economou et al.   STATISTICS AND COMPUTING

Inference in Hidden Markov Models with Explicit State Duration Distributions

(2012) Michael Dewar et al.   IEEE SIGNAL PROCESSING LETTERS

A modular class of multisite monthly rainfall generators for water resource management and impact studies

(2012) Francesco Serinaldi et al.   JOURNAL OF HYDROLOGY

A mixed non-homogeneous hidden Markov model for categorical data, with application to alcohol consumption

(2012) Antonello Maruotti et al.   STATISTICS IN MEDICINE

Simulation of the entire range of daily precipitation using a hybrid probability distribution

(2012) Chao Li et al.   WATER RESOURCES RESEARCH

Forecasting with non-homogeneous hidden Markov models

(2010) Loukia Meligkotsidou et al.   STATISTICS AND COMPUTING

Using a hidden Markov model to analyse extreme rainfall events in Central-East Sardinia

(2008) Bruno Betrò et al.   ENVIRONMETRICS

Improving the simulation of extreme precipitation events by stochastic weather generators

(2008) Eva M. Furrer et al.   WATER RESOURCES RESEARCH