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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Những tác giả chính: Pitt, M, Shephard, N
Định dạng: Journal article
Ngôn ngữ:English
Được phát hành: American Statistical Association 1999
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Filtering via Simulation: Auxiliary Particle Filters. Bằng Pitt, M, Shephard, N

Được phát hành 1999
Journal article
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