Multimodal nested sampling: an efficient and robust alternative to MCMC methods for astronomical data analysis

Farhan Feroz, M. P. Hobson

In performing a Bayesian analysis of astronomical data, two difficult problems often emerge. First, in estimating the parameters of some model for the data, the resulting posterior…