Filtering via simulation: auxiliary particle filters

This article analyses the recently suggested particle approach to filtering time series. We suggest that the algorithm is not robust to outliers for two reasons: the design of the simulators and the use of the discrete support to represent the sequentially updating prior distribution. Here we tackle...

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Príomhchruthaitheoirí: Pitt, M, Shephard, N
Formáid: Journal article
Teanga:English
Foilsithe / Cruthaithe: American Statistical Association 1999
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Filtering via Simulation: Auxiliary Particle Filters. de réir Pitt, M, Shephard, N

Foilsithe / Cruthaithe 1999
Journal article
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Filtering via simulation: auxiliary particle filters. de réir Pitt, M, Shephard, N

Foilsithe / Cruthaithe 1997
Working paper