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...

সম্পূর্ণ বিবরণ

গ্রন্থ-পঞ্জীর বিবরন
প্রধান লেখক: Shephard, N, Flury, T
বিন্যাস: Working paper
প্রকাশিত: University of Oxford 2009