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Ensemble Kalman Filter and Extended Kalman Filter for State-Parameter Dual Estimation in Mixed Effects Models Defined by a Stochastic Differential Equation
Conference ObjectAbstract: The biological processes that occur in the real world have complex dynamics. Mathematical models thaPalabras claves:Dual ensemble Kalman filter, Dual extended Kalman filter, Mixed effects models, Stochastic differential equationAutores:Jose Soto, Saba Rafael InfanteFuentes:scopusEstimation of stochastic volatility models using optimized filtering algorithms
ArticleAbstract: In this paper, we describe and implement two recursive filtering algorithms, the optimized particlePalabras claves:Optimized particle filter, Stochastic volatility models, Viterbi algorithmAutores:Aracelis Hernández, Luis Sánchez, Luna C., Saba Rafael InfanteFuentes:scopusStochastic models to estimate population dynamics
ArticleAbstract: The growth dynamics that a population follows is mainly due to births, deaths or migrations, each ofPalabras claves:Markov Chain Monte Carlo, Particle markov chain monte carlo, Secuential monte carlo, Stochastic differential equationsAutores:Aracelis Hernández, Luis Sánchez, Saba Rafael InfanteFuentes:scopus