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...
Príomhchruthaitheoirí: | Pitt, M, Shephard, N |
---|---|
Formáid: | Journal article |
Teanga: | English |
Foilsithe / Cruthaithe: |
American Statistical Association
1999
|
Ábhair: |
Míreanna comhchosúla
Míreanna comhchosúla
-
Filtering via Simulation: Auxiliary Particle Filters.
de réir: Pitt, M, et al.
Foilsithe / Cruthaithe: (1999) -
Filtering via simulation: auxiliary particle filters.
de réir: Pitt, M, et al.
Foilsithe / Cruthaithe: (1997) -
Auxiliary Variable Based Particle Filters.
de réir: Pitt, M, et al.
Foilsithe / Cruthaithe: (2001) -
Learning and filtering via simulation: smoothly jittered particle filters.
de réir: Flury, T, et al.
Foilsithe / Cruthaithe: (2009) -
Learning and filtering via simulation: smoothly jittered particle filters
de réir: Shephard, N, et al.
Foilsithe / Cruthaithe: (2009)