vSMC: Parallel Sequential Monte Carlo in C++

Sequential Monte Carlo is a family of algorithms for sampling from a sequence of distributions. Some of these algorithms, such as particle filters, are widely used in physics and signal processing research. More recent developments have established their application in more general inference problem...

Полное описание

Библиографические подробности
Главный автор: Yan Zhou
Формат: Статья
Язык:English
Опубликовано: Foundation for Open Access Statistics 2015-01-01
Серии:Journal of Statistical Software
Online-ссылка:http://www.jstatsoft.org/index.php/jss/article/view/2214