A comparison of Monte Carlo-based Bayesian parameter estimation methods for stochastic models of genetic networks. by Inés P Mariño, Alexey Zaikin, Joaquín Míguez

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Bayesian Computation Methods for Inference in Stochastic Kinetic Models by Eugenia Koblents, Inés P. Mariño, Joaquín Míguez

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Maximum likelihood inference for a class of discrete-time Markov switching time series models with multiple delays by José. A. Martínez-Ordoñez, Javier López-Santiago, Joaquín Miguez

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Automatic Tempered Posterior Distributions for Bayesian Inversion Problems by Luca Martino, Fernando Llorente, Ernesto Curbelo, Javier López-Santiago, Joaquín Míguez

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A Rao-Blackwellized particle filter for joint parameter estimation and biomass tracking in a stochastic predator-prey system by Laura Martín-Fernández, Gianni Gilioli, Ettore Lanzarone, Joaquín Míguez, Sara Pasquali, Fabrizio Ruggeri, Diego P. Ruiz

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