Subtracted Cumulants: Mitigating Large Background in Jet Substructure
Abstract
We introduce a new approach for jet physics studies using subtracted cumulants of jet substructure observables, which are shown to be insensitive to contributions from soft-particle emissions uncorrelated with the hard process. Therefore subtracted cumulants allow comparisons between theoretical calculations and experimental measurements without the complication of large background contaminations such as underlying and pile-up events in hadron collisions. We test our method using subtracted jet mass cumulants by comparing Monte Carlo simulations to analytic calculations performed using soft-collinear effective theory. We find that, for proton-proton collisions, the method efficiently eliminates contributions from multiparton interactions and pile-up events. We also find within theoretical uncertainty our analytic calculations are in good agreement with the subtracted cumulants calculated by using ATLAS jet mass measurements.
Keywords
Cite
@article{arxiv.1812.06977,
title = {Subtracted Cumulants: Mitigating Large Background in Jet Substructure},
author = {Yang-Ting Chien and Daekyoung Kang and Kyle Lee and Yiannis Makris},
journal= {arXiv preprint arXiv:1812.06977},
year = {2019}
}