Measurement of the Top-Quark Mass in the All-Hadronic Channel using the full CDF data set
CDF Collaboration: T. Aaltonen, S. Amerio, D. Amidei, A. Anastassov,, A. Annovi, J. Antos, G. Apollinari, J.A. Appel, T. Arisawa, A. Artikov, J., Asaadi, W. Ashmanskas, B. Auerbach, A. Aurisano, F. Azfar, W. Badgett, T., Bae, A. Barbaro-Galtieri, V.E. Barnes, B.A. Barnett

TL;DR
This paper measures the top-quark mass in the all-hadronic decay channel using the full CDF dataset, employing advanced multivariate techniques and simultaneous calibration to achieve a precise result.
Contribution
It presents a novel measurement of the top-quark mass using the complete CDF data set with improved background discrimination and jet-energy scale calibration.
Findings
Measured top-quark mass: 175.07 GeV/c^2
Uncertainty: approximately 1.2 GeV/c^2
Method improves precision over previous measurements
Abstract
The top-quark mass M_top is measured using top quark-antiquark pairs produced in proton-antiproton collisions at a center-of-mass energy of 1.96 TeV and decaying into a fully hadronic final state. The full data set collected with the CDFII detector at the Fermilab Tevatron Collider, corresponding to an integrated luminosity of 9.3 fb-1, is used. Events are selected that have six to eight jets, at least one of which is identified as having originated from a b quark. In addition, a multivariate algorithm, containing multiple kinematic variables as inputs, is used to discriminate signal events from background events due to QCD multijet production. Templates for the reconstructed top-quark mass are combined in a likelihood fit to measure M_top with a simultaneous calibration of the jet-energy scale. A value of M_top = 175.07+- 1.19(stat)+1.55-1.58(syst) GeV/c^2 is obtained for the top-quark…
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