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[ascl:1502.011] PolyChord: Nested sampling for cosmology

PolyChord is a Bayesian inference tool for the simultaneous calculation of evidences and sampling of posterior distributions. It is a variation on John Skilling's Nested Sampling, utilizing Slice Sampling to generate new live points. It performs well on moderately high dimensional (~100s D) posterior distributions, and can cope with arbitrary degeneracies and multimodality.

Code site:
https://github.com/PolyChord/PolyChordLite
Described in:
https://ui.adsabs.harvard.edu/abs/2015MNRAS.450L..61H https://ui.adsabs.harvard.edu/abs/2015MNRAS.453.4384H
Bibcode:
2015ascl.soft02011H

Views: 5282

ascl:1502.011
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