Determination of the Top Quark Mass with a Template Method in the All-Hadronic Decay Channel using 2.04 fb-1 of ATLAS Data

ATLAS-CONF-2012-030

14 March 2012

These preliminary results are superseded by the following paper:

TOPQ-2013-03
ATLAS recommends to use the results from the paper.

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Abstract
This note presents a measurement of the the top-quark mass from the all-hadronic ttbar decay channel using 2.04fb^-1 of ATLAS data. Fully hadronically decaying top quark pairs are selected from ATLAS data using two tagged b-quark jets and reconstructed by assigning jets according to their compatibility with the ttbar decay hypothesis. The top-quark mass is obtained by fitting templates to the three-jet mass combination of the selected jet triplets. The templates are obtained from combining a ttbar signal derived from Monte-Carlo simulation with a background contribution obtained from data by mixing jets from different events. Five different top-quark mass values have been simulated to construct a set of five templates which are used in the fit for the top-quark mass. This yields a top-quark mass of m_t = (174.9 +- 2.1 (stat.) +- 3.8 (syst.)) GeV in agreement with previous ATLAS results obtained from the the lepton+jets channel.
Figures
Figure 01:
Distribution of the mass χ2 for the tt̄ event reconstruction. The data are shown superimposed on the expectation for tt̄ signal and background.

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Figure 02:
Distribution of mjjb observed in data. The top-quark signal is superimposed on the distribution from multijet background.

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Figure 03:
Templates for the top-quark mass fit: each plot was produced with a different top-quark mass assumed for the Monte-Carlo simulation. The top-quark mass signal has been parametrized by a Gaussian (red curves) while the combinatorial background has been parametrized by a Landau function (green). The black curve is the sum of the Gaussian and the Landau function.

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Figure 04:
Validation of event mixing: comparison of jet transverse momentum and of HT distributions of five-jet events with two b-tagged jets measured in data (points) with the distributions obtained by combining a four-jet event with two b-tagged jets and jets of lower transverse momentum from another five-jet event (4+1 mixing).

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Figure 05:
Validation of event mixing: comparison of jet transverse momenta distributions for measured six-jet events (data points) with the distributions obtained by combining a five-jet event with the jets of lower transverse momentum from another inclusive six-jet event (5+1 mixing). Both the data sample and the mixed jets event sample have no b-tagged jets.

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Figure 06:
The distribution obtained from measured six-jet events having no b-tagged jets with the distributions obtained by combining a five-jet event and the jets of lower transverse momentum from another inclusive six-jet event.

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Figure 07:
Validation of event mixing: comparison of number of jets, aplanarity, centrality, and of HT distributions for measured six-jet events having no b-tagged jets with the distributions obtained by combining a five-jet event and the jets of lower transverse momentum from another inclusive six-jet event.

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Figure 08:
Fit of top-quark mass: The black histogram is the sum of contributions from the Monte-Carlo simulation derived signal for a top-quark mass of 174.9 GeV (red) and the background estimate from the 5+1 mixing sample (green).

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Auxiliary figures and tables
Figure 09:
Superposition of top-quark mass templates for four different top-quark masses. The templates have been used for the likelihood fit of the top-quark mass. The histograms represent the result from the Monte-Carlo simulation while the smooth lines are a parametrization using the sum of a Gaussian function for the top-quark signal plus a Landau function for the combinatorial background.

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Figure 10:
Comparison of jet transverse momenta for the six leading jets in data (points with statistical error bars) with simulated top-quark signal (solid histogram) on top of 5+1-jet mixing background (green shaded histogram).

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Figure 11:
Comparison of spatial distance between b-quark jets, aplanarity, centrality, and HT variable in data (points with statistical error bars) with simulated top-quark signal (solid histogram) on top of 5+1-jet mixing background (green shaded histogram).

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© 2012 CERN for the benefit of the ATLAS Collaboration.
Reproduction of the article, figures and tables on this page is allowed as specified in the CC-BY-4.0 license.

2024-05-19 01:14:16