A note on auxiliary particle filters
نویسندگان
چکیده
منابع مشابه
A Note on Auxiliary Particle Filters
The Auxiliary Particle Filter (APF) introduced by Pitt and Shephard (1999) is a very popular alternative to Sequential Importance Sampling and Resampling (SISR) algorithms to perform inference in state-space models. We propose a novel interpretation of the APF as an SISR algorithm. This interpretation allows us to present simple guidelines to ensure good performance of the APF and the first con...
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ژورنال
عنوان ژورنال: Statistics & Probability Letters
سال: 2008
ISSN: 0167-7152
DOI: 10.1016/j.spl.2008.01.032