Measurement of the top-antitop production cross section in the tau+jets channel in pp collisions at sqrt(s) = 7 TeV
CMS Collaboration

TL;DR
This paper reports a measurement of the top-antitop production cross section in proton-proton collisions at 7 TeV, using tau+jets events and neural network techniques, with results consistent with the Standard Model.
Contribution
It introduces a novel measurement of the top-antitop cross section in the tau+jets channel at 7 TeV using neural networks for background separation.
Findings
Measured cross section: 152 pb with uncertainties
Neural network effectively separates signal from background
Results agree with Standard Model predictions
Abstract
The top-quark pair production cross section in 7 TeV center-of-mass energy proton-proton collisions is measured using data collected by the CMS detector at the LHC. The measurement uses events with one jet identified as a hadronically decaying tau lepton and at least four additional energetic jets, at least one of which is identified as coming from a b quark. The analyzed data sample corresponds to an integrated luminosity of 3.9 inverse femtobarns recorded by a dedicated multijet plus hadronically decaying tau trigger. A neural network has been developed to separate the top-quark pairs from the W+jets and multijet backgrounds. The measured value of sigma(ttbar) = 152 +/- 12 (stat.) +/- 32 (syst.) +/- 3 (lum.) pb is consistent with the standard model predictions.
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