RooHammerModel: interfacing the HAMMER software tool with HistFactory and RooFit. (1st April 2022)

• Record Type: Journal Article
• Authors: García Pardiñas, J.; Meloni, S.; Grillo, L.; Owen, P.; Calvi, M.; Serra, N.
• Is Part Of: Journal of instrumentation. Volume 17:Number 4(2022)
• Publication Date: 2022-04-01
• Subjects: Analysis and statistical methods -- Data processing methods; Scientific apparatus and instruments -- Periodicals; 502.84
• DOI: 10.1088/1748-0221/17/04/T04006
• Languages: English
• ISSNs: 1748-0221

Abstract

Abstract: Recent B -physics results have sparkled great interest in the search for beyond-the-Standard-Model (BSM) physics in b ⟶ cℓν̅ transitions. The need to analyse in a consistent manner big datasets for these searches, using high-statistics Monte-Carlo (MC) samples, led to the development of HAMMER, a software tool which enables to perform a fast morphing of MC-derived templates to include BSM effects and/or alternative parameterisations of long-distance effects, avoiding the need to re-generate simulated samples. This paper describes the development of RooHammerModel, an interface between this tool and the commonly-used data-fitting frameworks HistFactory and RooFit. In this document, the structure and functionality of the user interface are explained. Information of a public repository where it can be accessed is provided, as well as validation and performance studies of the interface. The methods developed in the construction of RooHammerModel can provide useful information for alternative future attempts to interface HAMMER with other data-fitting frameworks.