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...

Deskribapen osoa

Xehetasun bibliografikoak
Egile Nagusiak: Flury, T, Shephard, N
Formatua: Working paper
Hizkuntza:English
Argitaratua: Department of Economics (University of Oxford) 2009