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Dictionary Definition

Particle Filters

Particle Filters is a simulation technique for tracking moving target distributions and for reducing the computational burden of a dynamic Bayesian analysis. The technique uses a Markov chain Monte Carlo method for sampling in order to obtain an evolving distribution, i.e., to adapt estimates of posterior distributions as new data arrive.