24 citations · 42 across the 4 of their papers we have counts for
4 papers
A Bayesian inference and model selection algorithm with an optimisation scheme to infer the model noise power
J. Lopez-Santiago, L. Martino, J. Miguez +1
Model fitting is possibly the most extended problem in science. Classical approaches include the use of least-squares fitting procedures and maximum likelihood methods to estimate…
A likely magnetic activity cycle for the exoplanet host M dwarf GJ 3512
J. Lopez-Santiago, L. Martino, J. Miguez +1
Current radial velocity data from specialized instruments contain a large amount of information that may pass unnoticed if their analysis is not accurate. The joint use of Bayesian…
Analysis of a nonlinear importance sampling scheme for Bayesian parameter estimation in state-space models
Joaquin Miguez, Ines P. Mariño, Manuel A. Vazquez
The Bayesian estimation of the unknown parameters of state-space (dynamical) systems has received considerable attention over the past decade, with a handful of powerful algorithms…
A proof of uniform convergence over time for a distributed particle filter
Joaquin Miguez, Manuel A. Vazquez
Distributed signal processing algorithms have become a hot topic during the past years. One class of algorithms that have received special attention are particles filters (PFs). Ho…