stanhf: HistFactory models in the probabilistic programming language Stan

In collider physics, experiments are often based on counting the numbers of events in bins of a histogram. We present a new way to build and analyze statistical models that describe these experiments, based on the probabilistic programming language Stan and the HistFactory specification. A command-l...

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Bibliographic Details
Published in:	The European physical journal. C, Particles and fields Vol. 85; no. 8; pp. 923 - 12
Main Author:	Fowlie, Andrew
Format:	Journal Article
Language:	English
Published:	Berlin/Heidelberg Springer Berlin Heidelberg 30.08.2025 Springer Nature B.V SpringerOpen
Subjects:	Astronomy Astrophysics and Cosmology Elementary Particles Hadrons Heavy Ions High energy physics Measurement Science and Instrumentation Metadata Nuclear Energy Nuclear Physics Physics Physics and Astronomy Probability theory Programming languages Python Quantum Field Theories Quantum Field Theory Regular Article - Computing Software and Data Science Specifications Statistical analysis Statistical models String Theory
ISSN:	1434-6052, 1434-6044, 1434-6052
Online Access:	Get full text
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