A coupled hidden Markov model for disease interactions - Sherlock, Chris; Xifara, Tatiana; Telfer, Sandra; Begon, Mike (Journal of the Royal Statistical Society, 2013)
Keywords: Adaptive Markov chain Monte Carlo sampling; Applied statistics; Bartonella; Covariance; Datasets; Discrete time; Disease; Disease models; Diseases; Economic theory; Forward-backward algorithm; Gibbs sampler; Hidden Markov models; Immune response; Infections; Inference; Logistic regression; Logistics; Longitudinal studies; Markov chains; Markov models; Markovian processes; Mathematical models; Medical research; Monte Carlo simulation; Original; Parasites; Population (statistical); Probability; Public health; Regression analysis; Samples; Sampling; Statistical analysis; Studies; Transition probabilities; Voles; Zoonosis; Gibbs sampler; Zoonosis; Adaptive Markov chain Monte Carlo sampling; Hidden Markov models; Forward–backward algorithm