Learning and filtering via simulation: smoothly jittered particle filters.
A key ingredient of many particle filters is the use of the sampling importance resampling algorithm (SIR), which transforms a sample of weighted draws from a prior distribution into equally weighted draws from a posterior distribution. We give a novel analysis of the SIR algorithm and analyse the...
Prif Awduron: | Flury, T, Shephard, N |
---|---|
Fformat: | Working paper |
Iaith: | English |
Cyhoeddwyd: |
Department of Economics (University of Oxford)
2009
|
Eitemau Tebyg
-
Learning and filtering via simulation: smoothly jittered particle filters
gan: Shephard, N, et al.
Cyhoeddwyd: (2009) -
Filtering via Simulation: Auxiliary Particle Filters.
gan: Pitt, M, et al.
Cyhoeddwyd: (1999) -
Filtering via simulation: auxiliary particle filters.
gan: Pitt, M, et al.
Cyhoeddwyd: (1997) -
Filtering via simulation: auxiliary particle filters
gan: Pitt, M, et al.
Cyhoeddwyd: (1999) -
Bayesian inference based only on simulated likelihood: particle filter analysis of dynamic economic models.
gan: Flury, T, et al.
Cyhoeddwyd: (2008)