Articles with "scalar weights" as a keyword



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A new formulation of vector weights in localized particle filters

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Published in 2017 at "Quarterly Journal of the Royal Meteorological Society"

DOI: 10.1002/qj.3180

Abstract: Particle filters (PFs) constitute a sequential data assimilation method based on the Monte Carlo approximation of Bayesian estimation theory. Standard PFs use scalar weights derived from the likelihood of the approximate posterior probability density functions… read more here.

Keywords: localized particle; scalar weights; particle filters; particle ... See more keywords