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...

תיאור מלא

מידע ביבליוגרפי
Main Authors: Shephard, N, Flury, T
פורמט: Working paper
יצא לאור: University of Oxford 2009