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GAMBIT: The Global and Modular Beyond-the-Standard-Model Inference Tool

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arxiv 1705.07908 v2 pith:SX5HNIKU submitted 2017-05-22 hep-ph astro-ph.CO

classification hep-phastro-ph.CO
keywords gambitglobalbeyond-the-standard-modelinferencemodelmodularothertool
verification ladder T0 review T1 audit T2 compute T3 formal
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We describe the open-source global fitting package GAMBIT: the Global And Modular Beyond-the-Standard-Model Inference Tool. GAMBIT combines extensive calculations of observables and likelihoods in particle and astroparticle physics with a hierarchical model database, advanced tools for automatically building analyses of essentially any model, a flexible and powerful system for interfacing to external codes, a suite of different statistical methods and parameter scanning algorithms, and a host of other utilities designed to make scans faster, safer and more easily-extendible than in the past. Here we give a detailed description of the framework, its design and motivation, and the current models and other specific components presently implemented in GAMBIT. Accompanying papers deal with individual modules and present first GAMBIT results. GAMBIT can be downloaded from gambit.hepforge.org.

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Cited by 1 Pith paper

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  1. Communicating Likelihoods with Normalising Flows

    hep-ph 2025-02 conditional novelty 4.0 of 10

    A normalizing-flow workflow compresses sample-based likelihoods into small files, validated with a radial Kolmogorov-Smirnov test on three high-energy physics examples.

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