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On a role of predictor in the filtering stability
nonlinear filtering stability martingale convergence
2009/4/22
When is a nonlinear filter stable with respect to its initial condition? In spite of the recent progress, this question still lacks a complete answer in general. Currently available results indicate t...
Filtering and parameter estimation for a jump stochastic process with discrete observations
Filtering parameter estimation discrete observations
2009/3/19
A compound Poisson process is considered. We estimate the current position of the stochastic process based on past discrete-time observations (non-linear discrete filtering problem) in Bayesian settin...