umberto-picchini documents

Practical estimation of high dimensional stochastic differential mixed-effects models
Documents Practical estimation of high dimensional stochastic differential mixed-effects models
A mathematical model of the euglycemic hyperinsulinemic clamp
Documents A mathematical model of the euglycemic hyperinsulinemic clamp
Intro to Approximate Bayesian Computation (ABC)
Science Intro to Approximate Bayesian Computation (ABC)
ABC with data cloning for MLE in state space models
Science ABC with data cloning for MLE in state space models
Inference via Bayesian Synthetic Likelihoods for a Mixed-Effects SDE Model of Tumor Growth
Science Inference via Bayesian Synthetic Likelihoods for a Mixed-Effects SDE Model of Tumor Growth
A likelihood-free version of the stochastic approximation EM algorithm (SAEM) for parameter estimation in complex models
Science A likelihood-free version of the stochastic approximation EM algorithm (SAEM) for parameter estimation in complex models
Inference for stochastic differential equations via approximate Bayesian computation
Science Inference for stochastic differential equations via approximate Bayesian computation
Accelerated approximate Bayesian computation with applications to protein folding data
Science Accelerated approximate Bayesian computation with applications to protein folding data
My data are incomplete and noisy: Information-reduction statistical methods for knowledge extraction can save your day: tools and opportunities for modelling
Science My data are incomplete and noisy: Information-reduction statistical methods for knowledge extraction can save your day: tools and opportunities for modelling
Particle MCMC methods for parameter inference in state space models
Science Particle MCMC methods for parameter inference in state space models