EPJ Web Conf.
Volume 137, 2017XIIth Quark Confinement and the Hadron Spectrum
|Number of page(s)||7|
|Section||Statistical Methods for Physics Analysis in the XXI Century|
|Published online||22 March 2017|
The Matrix Element Method in the LHC era
Centre for Cosmology, Particle Physics and Phenomenology - CP3, Université catholique de Louvain, 2 Chemin du Cyclotron - Box L7.01.05, B-1348 Louvain-la-Neuve, Belgium
a e-mail: firstname.lastname@example.org
Published online: 22 March 2017
The Matrix Element Method (MEM) is a powerful multivariate method allowing to maximally exploit the experimental and theoretical information available to an analysis. The method is reviewed in depth, and several recent applications of the MEM at LHC experiments are discussed, such as searches for rare processes and measurements of Standard Model observables in Higgs and Top physics. Finally, a new implementation of the MEM is presented. This project builds on established phase-space parametrisations known to greatly improve the speed of the calculations, and aims at a much improved modularity and maintainability compared to previous software, easing the use of the MEM for high-statistics data analyses.
© The Authors, published by EDP Sciences, 2017
This is an Open Access article distributed under the terms of the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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