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CMS-TOP-17-018 ; CERN-EP-2018-074
Measurement of the production cross section for single top quarks in association with W bosons in proton-proton collisions at $\sqrt{s} = $ 13 TeV
JHEP 10 (2018) 117
Abstract: A measurement is presented of the associated production of a single top quark and a W boson in proton-proton collisions at $\sqrt{s} = $ 13 TeV by the CMS Collaboration at the CERN LHC. The data collected corresponds to an integrated luminosity of 35.9 fb$^{-1}$. The measurement is performed using events with one electron and one muon in the final state along with at least one jet originated from a bottom quark. A multivariate discriminant, exploiting the kinematic properties of the events, is used to separate the signal from the dominant $ \mathrm{t\bar{t}} $ background. The measured cross section of 63.1 $\pm$ 1.8 (stat) $\pm$ 6.4 (syst) $\pm$ 2.1 (lumi) pb is in agreement with the standard model expectation.
Figures & Tables Summary References CMS Publications
Figures

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Figure 1:
Leading-order Feynman diagrams for single top quark production in the tW channel that implicitly include the charge-conjugate contributions.

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Figure 1-a:
Leading-order Feynman diagram for single top quark production in the tW channel that implicitly include the charge-conjugate contributions.

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Figure 1-b:
Leading-order Feynman diagram for single top quark production in the tW channel that implicitly include the charge-conjugate contributions.

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Figure 2:
Comparison of several lepton kinematic variables for the observed data and simulated events after the dilepton selection is applied. The last bin includes overflow events. The error band includes the statistical and all systematic uncertainties, except those from background normalization. The bottom of each panel shows the ratios of data to the sum of the expected yields.

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Figure 2-a:
Comparison of the leading lepton $p_{\mathrm{T}}$ for the observed data and simulated events after the dilepton selection is applied. The last bin includes overflow events. The error band includes the statistical and all systematic uncertainties, except those from background normalization. The bottom of the panel shows the ratios of data to the sum of the expected yields.

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Figure 2-b:
Comparison of the subleading lepton $p_{\mathrm{T}}$ for the observed data and simulated events after the dilepton selection is applied. The last bin includes overflow events. The error band includes the statistical and all systematic uncertainties, except those from background normalization. The bottom of the panel shows the ratios of data to the sum of the expected yields.

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Figure 2-c:
Comparison of the leading lepton $| \eta |$ for the observed data and simulated events after the dilepton selection is applied. The last bin includes overflow events. The error band includes the statistical and all systematic uncertainties, except those from background normalization. The bottom of the panel shows the ratios of data to the sum of the expected yields.

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Figure 2-d:
Comparison of the subleading lepton $| \eta |$ for the observed data and simulated events after the dilepton selection is applied. The last bin includes overflow events. The error band includes the statistical and all systematic uncertainties, except those from background normalization. The bottom of the panel shows the ratios of data to the sum of the expected yields.

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Figure 2-e:
Comparison of the dilepton $p_{\mathrm{T}}$ for the observed data and simulated events after the dilepton selection is applied. The last bin includes overflow events. The error band includes the statistical and all systematic uncertainties, except those from background normalization. The bottom of the panel shows the ratios of data to the sum of the expected yields.

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Figure 2-f:
Comparison of $ M_{\mathrm{e}^{\pm}\mu^{\mp}} $ for the observed data and simulated events after the dilepton selection is applied. The last bin includes overflow events. The error band includes the statistical and all systematic uncertainties, except those from background normalization. The bottom of the panel shows the ratios of data to the sum of the expected yields.

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Figure 3:
Yields observed in data, compared with those expected from simulation, as a function of the number of jets and number of b-tagged jets for events passing the baseline dilepton selection. The error band includes the statistical and all systematic uncertainties, except those from background normalization. The bottom of each panel shows the ratios of data to the sum of the expected yields.

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Figure 4:
Most discriminating variables used for the training of the BDT in the 1j1b category. The last bin includes overflow events. The error band includes the statistical and all systematic uncertainties. The bottom of each panel shows the ratios of data to the sum of the expected yields.

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Figure 4-a:
Loose jet $p_{\mathrm{T}}$. The last bin includes overflow events. The error band includes the statistical and all systematic uncertainties. The bottom of the panel shows the ratios of data to the sum of the expected yields.

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Figure 4-b:
$p_{\mathrm{T}}^{\text{sys}}$. The last bin includes overflow events. The error band includes the statistical and all systematic uncertainties. The bottom of the panel shows the ratios of data to the sum of the expected yields.

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Figure 4-c:
Leading jet $p_{\mathrm{T}}$. The last bin includes overflow events. The error band includes the statistical and all systematic uncertainties. The bottom of the panel shows the ratios of data to the sum of the expected yields.

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Figure 4-d:
$( p_{\mathrm{T}}(\mathrm{e})+p_{\mathrm{T}}(\mu) )/H_{\mathrm{T}} $. The last bin includes overflow events. The error band includes the statistical and all systematic uncertainties. The bottom of the panel shows the ratios of data to the sum of the expected yields.

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Figure 5:
Comparison of the BDT output in the 1j1b (upper left) and 2j1b (upper right) regions and the ${p_{\mathrm {T}}}$ of the subleading jet in the 2j2b region (lower) distributions after the fit is performed for the observed data and simulated events. The error band includes the statistical and systematic uncertainties. The bottom of each panel shows the ratios of data to the prediction from simulations and from the fit.

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Figure 5-a:
Comparison of the BDT output in the 1j1b region, after the fit is performed for the observed data and simulated events. The error band includes the statistical and systematic uncertainties. The bottom of the panel shows the ratios of data to the prediction from simulations and from the fit.

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Figure 5-b:
Comparison of the BDT output in the 2j1b region, after the fit is performed for the observed data and simulated events. The error band includes the statistical and systematic uncertainties. The bottom of the panel shows the ratios of data to the prediction from simulations and from the fit.

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Figure 5-c:
Distribution of the ${p_{\mathrm {T}}}$ of the subleading jet in the 2j2b region, after the fit is performed for the observed data and simulated events. The error band includes the statistical and systematic uncertainties. The bottom of the panel shows the ratios of data to the prediction from simulations and from the fit.
Tables

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Table 1:
Number of expected prefit and postfit signal and $ {{\mathrm {t}\overline {\mathrm {t}}}} $ background events.

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Table 2:
Estimation of the effect on the signal strength of each source of uncertainty in the fit. Experimental and modeling uncertainties affect both the rate and the shape of the templates while background normalization uncertainties affect only the rate.
Summary
The data recorded by CMS at 13 TeV, corresponding to an integrated luminosity of 35.9 $\pm$ 0.9 fb$^{-1}$, are used to measure the tW production cross section in the ${\mathrm{e^{\pm}}\mu^{\mp}}$ channel, classifying the events in terms of the number of jets and jets originating from bottom quarks. The signal is measured using a maximum likelihood fit to the distribution of boosted decision tree discriminants in two of the categories, and to the ${p_{\mathrm{T}}}$ distribution of the second jet with highest ${p_{\mathrm{T}}}$ in a third category. The measured cross section for tW production is found to be 63.1 $\pm$ 1.8 (stat) $\pm$ 6.4 (syst) $\pm$ 2.1 (lumi) pb, achieving a relative uncertainty of 11%. This is the first measurement of this process by the CMS Collaboration at $\sqrt{s} = $ 13 TeV. The measured cross section is in agreement with the standard model prediction of 71.7 $\pm$ 1.8 (scale) $\pm$ 3.4 (PDF) pb and with a similar measurement by the ATLAS Collaboration [13].
References
1 D0 Collaboration Observation of single top quark production PRL 103 (2009) 092001 0903.0850
2 CDF Collaboration First observation of electroweak single top quark production PRL 103 (2009) 092002 0903.0885
3 S. Frixione et al. Single-top hadroproduction in association with a W boson JHEP 07 (2008) 029 0805.3067
4 A. S. Belyaev, E. E. Boos, and L. V. Dudko Single top quark at future hadron colliders: Complete signal and background study PRD 59 (1999) 075001 hep-ph/9806332
5 C. D. White, S. Frixione, E. Laenen, and F. Maltoni Isolating Wt production at the LHC JHEP 11 (2009) 074 0908.0631
6 T. M. P. Tait and C. P. Yuan Single top quark production as a window to physics beyond the standard model PRD 63 (2000) 014018 hep-ph/0007298
7 Q.-H. Cao, J. Wudka, and C. P. Yuan Search for new physics via single top production at the LHC PLB 658 (2007) 50 0704.2809
8 V. Barger, M. McCaskey, and G. Shaughnessy Single top and Higgs associated production at the LHC PRD 81 (2010) 034020 0911.1556
9 CMS Collaboration Evidence for associated production of a single top quark and W boson in pp collisions at $ \sqrt{s} = $ 7 TeV PRL 110 (2013) 022003 CMS-TOP-11-022
1209.3489
10 ATLAS Collaboration Evidence for the associated production of a $ W $ boson and a top quark in ATLAS at $ \sqrt{s}= $ 7 TeV PLB 716 (2012) 142 1205.5764
11 CMS Collaboration Observation of the associated production of a single top quark and a $ W $ boson in pp collisions at $ \sqrt s = $ 8 TeV PRL 112 (2014) 231802 CMS-TOP-12-040
1401.2942
12 ATLAS Collaboration Measurement of the production cross-section of a single top quark in association with a $ W $ boson at 8 TeV with the ATLAS experiment JHEP 01 (2016) 064 1510.03752
13 ATLAS Collaboration Measurement of the cross-section for producing a W boson in association with a single top quark in pp collisions at $ \sqrt{s}= $ 13 TeV with ATLAS JHEP 01 (2018) 063 1612.07231
14 N. Kidonakis Theoretical results for electroweak-boson and single-top production in Proceedings, 23rd International Workshop on Deep-Inelastic Scattering and Related Subjects (DIS 2015): Dallas, Texas, USA, April 27-May 01, 2015, volume DIS2015, p. 170 2015 1506.04072
15 CMS Collaboration The CMS experiment at the CERN LHC JINST 3 (2008) S08004 CMS-00-001
16 E. Re Single-top Wt-channel production matched with parton showers using the POWHEG method EPJC 71 (2011) 1547 1009.2450
17 NNPDF Collaboration Parton distributions for the LHC Run II JHEP 04 (2015) 040 1410.8849
18 T. Sjostrand, S. Mrenna, and P. Skands PYTHIA 6.4 physics and manual JHEP 05 (2006) 026 hep-ph/0603175
19 T. Sjostrand et al. An introduction to PYTHIA 8.2 CPC 191 (2015) 159 1410.3012
20 CMS Collaboration Event generator tunes obtained from underlying event and multiparton scattering measurements EPJC 76 (2016) 155 CMS-GEN-14-001
1512.00815
21 P. Skands, S. Carrazza, and J. Rojo Tuning PYTHIA 8.1: the Monash 2013 Tune EPJC 74 (2014) 3024 1404.5630
22 T. M. P. Tait $ t{W}^- $ mode of single top quark production PRD 61 (1999) 034001
23 S. Alioli, P. Nason, C. Oleari, and E. Re A general framework for implementing NLO calculations in shower Monte Carlo programs: the POWHEG BOX JHEP 06 (2010) 043 1002.2581
24 CMS Collaboration Investigations of the impact of the parton shower tuning in Pythia 8 in the modelling of $ \mathrm{t\overline{t}} $ at $ \sqrt{s}= $ 8 and 13 TeV CMS-PAS-TOP-16-021 CMS-PAS-TOP-16-021
25 J. Alwall et al. The automated computation of tree-level and next-to-leading order differential cross sections, and their matching to parton shower simulations JHEP 07 (2014) 079 1405.0301
26 R. Frederix and S. Frixione Merging meets matching in MC@NLO JHEP 12 (2012) 061 1209.6215
27 Y. Li and F. Petriello Combining QCD and electroweak corrections to dilepton production in the framework of the FEWZ simulation code PRD 86 (2012) 094034 1208.5967
28 J. M. Campbell, R. K. Ellis, and C. Williams Vector boson pair production at the LHC JHEP 07 (2011) 018 1105.0020
29 M. Czakon, P. Fiedler, and A. Mitov Total top-quark pair-production cross section at hadron colliders through o($ \alpha_s^4 $) PRL 110 (2013) 252004 1303.6254
30 M. Czakon and A. Mitov Top++: A program for the calculation of the top-pair cross-section at hadron colliders CPC 185 (2014) 2930 1112.5675
31 CMS Collaboration Measurement of the $ \rm{t\bar{t}} $ production cross section using events in the e$ \mu $ final state in pp collisions at $ \sqrt{s} = $ 13 TeV EPJC 77 (2017) 172 CMS-TOP-16-005
1611.04040
32 CMS Collaboration Particle-flow reconstruction and global event description with the CMS detector JINST 12 (2017) P10003 CMS-PRF-14-001
1706.04965
33 CMS Collaboration Performance of electron reconstruction and selection with the CMS detector in proton-proton collisions at $ \sqrt{s} = $ 8 TeV JINST 10 (2015) P06005 CMS-EGM-13-001
1502.02701
34 CMS Collaboration Performance of CMS muon reconstruction in pp collision events at $ \sqrt{s}= $ 7 TeV JINST 7 (2012) P10002 CMS-MUO-10-004
1206.4071
35 M. Cacciari, G. P. Salam, and G. Soyez The anti-$ {k_{\mathrm{T}}} $ jet clustering algorithm JHEP 04 (2008) 063 0802.1189
36 M. Cacciari, G. P. Salam, and G. Soyez FastJet user manual EPJC 72 (2012) 1896 1111.6097
37 CMS Collaboration Jet algorithms performance in 13 TeV data CMS-PAS-JME-16-003 CMS-PAS-JME-16-003
38 CMS Collaboration Performance of missing energy reconstruction in $ \sqrt{s}= $ 13 TeV pp collision data using the CMS detector CMS-PAS-JME-16-004 CMS-PAS-JME-16-004
39 CMS Collaboration Identification of heavy-flavour jets with the CMS detector in pp collisions at 13 TeV JINST 13 (2018) P05011 CMS-BTV-16-002
1712.07158
40 J. Therhaag et al. TMVA --- Toolkit for multivariate data analysis in Proceedings, Int'l Conf. on Computational Methods in Science and Engineering, 2009, ICCMSE2009, volume 1504, p. 1013 2012
41 H.-J. Yang, B. P. Roe, and J. Zhu Studies of boosted decision trees for MiniBooNE particle identification NIMA 555 (2005) 370 physics/0508045
42 CMS Collaboration Precise determination of the mass of the Higgs boson and tests of compatibility of its couplings with the standard model predictions using proton collisions at 7 and 8 TeV EPJC 75 (2015) 212 CMS-HIG-14-009
1412.8662
43 ATLAS Collaboration Measurement of the inelastic proton-proton cross section at $ \sqrt{s} = $ 13 tev with the ATLAS detector at the LHC PRL 117 (2016) 182002 1606.02625
44 CMS Collaboration CMS luminosity measurements for the 2016 data taking period CMS-PAS-LUM-17-001 CMS-PAS-LUM-17-001
45 J. R. Christiansen and P. Z. Skands String formation beyond leading colour JHEP 08 (2015) 003 1505.01681
46 S. Argyropoulos and T. Sjostrand Effects of color reconnection on $ \rm{t\bar{t}} $ final states at the LHC JHEP 11 (2014) 043 1407.6653
47 Particle Data Group, C. Patrignani et al. Review of particle physics CPC 40 (2016) 100001
48 M. G. Bowler $ {\rm e}^{+}{\rm e}^{-} $ production of heavy quarks in the string model Z. Phys. C 11 (1981) 169
49 ALEPH Collaboration Study of the fragmentation of b quarks into B mesons at the Z peak PLB 512 (2001) 30 hep-ex/0106051
50 DELPHI Collaboration A study of the b-quark fragmentation function with the DELPHI detector at LEP I and an averaged distribution obtained at the Z Pole EPJC 71 (2011) 1557 1102.4748
51 C. Peterson, D. Schlatter, I. Schmitt, and P. M. Zerwas Scaling violations in inclusive $ {\rm e}^{+}{\rm e}^{{-}} $ annihilation spectra PRD 27 (1983) 105
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