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arxiv: 2008.03132 · v1 · pith:CF537HWOnew · submitted 2020-08-07 · 📊 stat.CO · astro-ph.IM· cs.LG· hep-ex· physics.data-an

BAT.jl -- A Julia-based tool for Bayesian inference

classification 📊 stat.CO astro-ph.IMcs.LGhep-exphysics.data-an
keywords algorithmsbayesianinferenceconsiderationsdemonstratesdescribedesigndevelopment
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We describe the development of a multi-purpose software for Bayesian statistical inference, BAT.jl, written in the Julia language. The major design considerations and implemented algorithms are summarized here, together with a test suite that ensures the proper functioning of the algorithms. We also give an extended example from the realm of physics that demonstrates the functionalities of BAT.jl.

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