The Matrix Element Method and its Application to Measurements of the Top Quark Mass
arXiv:1003.1316 · doi:10.1016/j.nima.2010.09.024
Abstract
The most precise measurements of the top quark mass are based on the Matrix Element method. We present a detailed description of this analysis method, taking the measurements of the top quark mass in final states with one and two charged leptons as concrete examples. In addition, we show how the Matrix Element method is suitable to reduce the dominant systematic uncertainties related to detector effects, by treating the absolute energy scales for b-quark and light-quark jets independently as free parameters in a simultaneous fit together with the top quark mass. While the determination of the light-quark jet energy scale has already been applied in several recent measurements, the separate determination of the absolute b-quark jet energy scale is a novel technique with the prospect of reducing the overall uncertainty on the top quark mass in the final measurements at the Tevatron and in analyses at the LHC experiments. The procedure is tested on Monte Carlo generated events with a realistic detector resolution.
arXiv comment25 pages, 14 figures, version accepted by the journal
References in corpus (16)
- Big Bang Nucleosynthesis (in "The Review of Particle Properties" 2004)
- ALPGEN, a generator for hard multiparton processes in hadronic collisions
- Global QCD Analysis of Parton Structure of the Nucleon: CTEQ5 Parton Distributions
- MadEvent: Automatic Event Generation with MadGraph
- Observation of Single Top-Quark Production
- A Precision Measurement of the Mass of the Top Quark
- Maximizing Spin Correlations in Top Quark Pair Production at the Tevatron
- Measurement of the top quark mass with dilepton events selected using neuroevolution at CDF
- Helicity of the W Boson in Lepton+Jets ttbar Events
- Measurement of the top quark mass in the lepton+jets final state with the matrix element method
- Precise measurement of the top quark mass from lepton+jets events at D0
- Precise measurement of the top quark mass in the lepton+jets topology at CDF II
- Measurement of the ttbar production cross section and top quark mass extraction using dilepton events in ppbar collisions
- Top Quark Mass Measurement in the Lepton plus Jets Channel Using a Modified Matrix Element Method
- Multivariate searches for single top quark production with the D0 detector
- Independent measurement of the top quark mass and the light- and bottom-jet energy scales at hadron colliders
Cited by in corpus (39)
- Finding physics signals with shower deconstruction
- The Matrix Element Method at Next-to-Leading Order
- Evidence for spin correlation in ttbar production
- Electroweak Precision Tests of the Standard Model after the Discovery of the Higgs Boson
- The Matrix Element Method and QCD Radiation
- Probing CP Violation in with Converted Photons
- Extending the Matrix Element Method beyond the Born approximation: Calculating event weights at next-to-leading order accuracy
- Improving the sensitivity of Higgs boson searches in the golden channel
- Top Quark Physics at the LHC: A Review of the First Two Years
- Scrutinizing the Higgs Signal and Background in the Golden Channel
- Polishing a shiny Higgs with matrix elements
- Meets LHC
- Measurement of spin correlation in ttbar production using a matrix element approach
- Two Invertible Networks for the Matrix Element Method
- Parametrized classifiers for optimal EFT sensitivity
- Top-Quark Physics: Status and Prospects
- Precise measurement of the top quark mass in the dilepton channel at D0
- Machine Learning in High Energy Physics Community White Paper
- The Matrix Element Method at next-to-leading order QCD for hadronic collisions: Single top-quark production at the LHC as an example application
- Accelerated Matrix Element Method with Parallel Computing
- Reconstruction of the Higgs mass in events with Higgs bosons decaying into a pair of tau leptons using matrix element techniques
- Unbinned multivariate observables for global SMEFT analyses from machine learning
- Topological Reconstruction of Particle Physics Processes using Graph Neural Networks
- Precision-Machine Learning for the Matrix Element Method
- Using the (Modified) Matrix Element Method to constrain Interactions
- Improved mass measurement using the boundary of many-body phase space
- Identifying Phase Space Boundaries with Voronoi Tessellations
- General analysis of signals with two leptons and missing energy at the Large Hadron Collider
- Matrix Element Method in HEP: Transfer Functions, Efficiencies, and Likelihood Normalization
- Optimal determination of New Physics couplings: A comparative study
- Measurement of the Top Quark Mass Using the Matrix Element Technique in Dilepton Final States
- Top Quark Physics at the Tevatron
- MoMEMta, a modular toolkit for the Matrix Element Method at the LHC
- The matrix element method at next-to-leading order for arbitrary jet algorithms
- Properties of the Top Quark
- High Energy WW Scattering at the LHC with the Matrix Element Method
- Strategic Plan for a Scientific Software Innovation Institute (S2I2) for High Energy Physics
- Top-quark mass measurements: review and perspectives
- Application of the matrix element method to Higgs boson pair production in the channel at the LHC