FiEstAS sampling -- a Monte Carlo algorithm for multidimensional numerical integration

Details FiEstAS sampling -- a Monte Carlo algorithm for multidimensional numerical integration FiEstAS sampling -- a Monte Carlo algorithm for multidimensional numerical integration

2008-07-28

arxiv.org/abs/0807.4479v1

Astronomy and Astrophysics

Astrophysics

18 pages, 3 figures, submitted to Comp. Phys. Comm

Scientific paper

10.1016/j.cpc.2008.07.011

This paper describes a new algorithm for Monte Carlo integration, based on
the Field Estimator for Arbitrary Spaces (FiEstAS). The algorithm is discussed
in detail, and its performance is evaluated in the context of Bayesian
analysis, with emphasis on multimodal distributions with strong parameter
degeneracies. Source code is available upon request.

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