CMS logoCMS event Hgg
Compact Muon Solenoid
LHC, CERN

CMS-PAS-HIG-17-003
Search for the associated production of a Higgs boson with a top quark pair in final states with a $\tau$ lepton at $\sqrt{s} = $ 13 TeV
Abstract: Results of a search for the standard model Higgs boson produced in association with a top quark pair in final states with $\tau$ leptons are presented. The analyzed dataset corresponds to an integrated luminosity of 35.9 fb$^{-1}$ which has been recorded in proton-proton collisions at $\sqrt{s} = $ 13 TeV center-of-mass energy by the CMS experiment during LHC Run-2. The sensitivity of the search is improved by using matrix element and machine learning methods to separate the signal from backgrounds. The measured signal rate amounts to 0.72$^{+0.62}_{-0.53}$ times the production rate expected in the standard model, with an observed (expected) significance of 1.4$\sigma$ (1.8$\sigma$). An upper limit on the signal rate of 2.0 the standard model production rate is set at the 95% confidence level.
Figures & Tables Summary References CMS Publications
Figures

png pdf
Figure 1:
A typical Feynman diagram for ttH production with subsequent decay of the H boson to a pair of $\tau$ leptons.

png pdf
Figure 2:
Distributions in the discriminating observables used for the signal extraction in the 1${\ell }$+2$ {\tau _{\textrm {h}}} $ (top left) and 3${\ell }$+1$ {\tau _{\textrm {h}}} $ (top right) categories and in the "no-missing-jet'' (bottom left) and "missing-jet'' (bottom right) subcategories of the 2$\ell$-ss+1$\tau_{\mathrm{h}}$ category, compared to the SM expectation for the ttH signal and for background processes. The distributions expected for the ttH signal and for the backgrounds are shown for the values of nuisance parameters obtained from the maximum likelihood fit. The lowest bin of the MEM discriminant in the "missing-jet'' subcategory collects events for which the kinematics of the reconstructed objects is not compatible with the ttH, $ { {\mathrm {H}} }\to \tau \tau $ signal hypothesis.

png pdf
Figure 2-a:
Distribution in the discriminating observable used for the signal extraction in the 1${\ell }$+2$ {\tau _{\textrm {h}}} $ category, compared to the SM expectation for the ttH signal and for background processes. The distributions expected for the ttH signal and for the backgrounds are shown for the values of nuisance parameters obtained from the maximum likelihood fit.

png pdf
Figure 2-b:
Distribution in the discriminating observable used for the signal extraction in the 3${\ell }$+1$ {\tau _{\textrm {h}}} $ category, compared to the SM expectation for the ttH signal and for background processes. The distributions expected for the ttH signal and for the backgrounds are shown for the values of nuisance parameters obtained from the maximum likelihood fit.

png pdf
Figure 2-c:
Distribution in the discriminating observable used for the signal extraction in the "no-missing-jet'' subcategory of the 2$\ell$-ss+1$\tau_{\mathrm{h}}$ category, compared to the SM expectation for the ttH signal and for background processes. The distributions expected for the ttH signal and for the backgrounds are shown for the values of nuisance parameters obtained from the maximum likelihood fit.

png pdf
Figure 2-d:
Distribution in the discriminating observable used for the signal extraction in the "missing-jet'' subcategory of the 2$\ell$-ss+1$\tau_{\mathrm{h}}$ category, compared to the SM expectation for the ttH signal and for background processes. The distributions expected for the ttH signal and for the backgrounds are shown for the values of nuisance parameters obtained from the maximum likelihood fit. The lowest bin of the MEM discriminant collects events for which the kinematics of the reconstructed objects is not compatible with the ttH, $ { {\mathrm {H}} }\to \tau \tau $ signal hypothesis.

png pdf
Figure 3:
Signal rates $\mu $, in units of the SM ttH production rate, measured in each of the categories 2$\ell$-ss+1$\tau_{\mathrm{h}}$, 3${\ell }$+1$ {\tau _{\textrm {h}}} $, and 1${\ell }$+2$ {\tau _{\textrm {h}}} $ individually and for the combination of all three categories.

png pdf
Figure 4:
95% CL upper limits on the ttH signal rate, obtained in each of the categories 2$\ell$-ss+1$\tau_{\mathrm{h}}$, 3${\ell }$+1$ {\tau _{\textrm {h}}} $, and 1${\ell }$+2$ {\tau _{\textrm {h}}} $ individually and for the combination of all three event categories. The expected limits are computed for the background-only ($\mu =$ 0) hypothesis.
Tables

png pdf
Table 1:
Number of events events selected in the 2$\ell$-ss+1$\tau_{\mathrm{h}}$, 3${\ell }$+1$ {\tau _{\textrm {h}}} $, and 1${\ell }$+2$ {\tau _{\textrm {h}}} $ categories compared to the SM expectation for the ttH signal and background processes. The event yield in the 1${\ell }$+2$ {\tau _{\textrm {h}}} $ category is given in the signal-like region MVA $ >$ 0.2 of the output of the BDT that is used for the signal extraction. The event yields expected for the ttH signal and for the backgrounds are shown for the values of nuisance parameters obtained from the maximum likelihood fit. Quoted uncertainties represent the combination of statistical and systematic uncertainties.

png pdf
Table 2:
Signal rates $\mu $, in units of the SM ttH production rate, measured and expected in each of the categories 2$\ell$-ss+1$\tau_{\mathrm{h}}$, 3${\ell }$+1$ {\tau _{\textrm {h}}} $, and 1${\ell }$+2$ {\tau _{\textrm {h}}} $ individually and for the combination of all three categories.

png pdf
Table 3:
95% CL upper limits on the ttH signal rate, in units of the SM ttH production rate, obtained in each of the categories 2$\ell$-ss+1$\tau_{\mathrm{h}}$, 3${\ell }$+1$ {\tau _{\textrm {h}}} $, and 1${\ell }$+2$ {\tau _{\textrm {h}}} $ individually and for the combination of all three event categories. The observed limit is compared to the limits expected for the background-only hypothesis ($\mu =$ 0) and for the case that a ttH signal of SM production rate is present in the data ($\mu =$ 1). The limits expected in the case $\mu =$ 1 are computed using an Asimov dataset, while the limits expected in the case $\mu =$ 0 are computed for the values of nuisance parameters obtained from a maximum likelihood fit of the background-only hypothesis to the data. The $\pm$1$ \sigma $ uncertainty intervals of the limits expected in case of the background-only hypothesis are also given in the table.
Summary
A search for the associated production of a Higgs boson with top quark pair in final states with a $\tau$ lepton has been presented. The analyzed dataset corresponds to 35.9 fb$^{-1}$ of pp collision data recorded in 2016 by the CMS experiment at $\sqrt{s}=$ 13 TeV. The analysis is performed in three event categories: 1$\ell$+2$\tau_{\mathrm{h}}$, 2$\ell$-ss+1$\tau_{\mathrm{h}}$ and 3$\ell$+1$\tau_{\mathrm{h}}$. The sensitivity of the analysis is enhanced by using multivariate analysis techniques, based on the matrix element method and boosted decision trees. The results of the analysis are in agreement with the SM expectation. The measured signal rate amounts to 0.72$^{+0.62}_{-0.53}$ times the SM ttH production rate, with an observed (expected) significance of 1.4$\sigma$ (1.8$\sigma$). An upper limit on the signal rate of 2.0 times the SM ttH production rate at 95% CL is set.
References
1 CMS Collaboration Observation of a new boson at a mass of 125 GeV with the CMS experiment at the LHC PLB 716 (2012) 30 CMS-HIG-12-028
1207.7235
2 ATLAS Collaboration Observation of a new particle in the search for the Standard Model Higgs boson with the ATLAS detector at the LHC PLB 716 (2012) 1 1207.7214
3 ATLAS, CMS Collaboration Combined measurement of the Higgs boson mass in pp collisions at $ \sqrt{s}= $ 7 and 8 TeV with the ATLAS and CMS experiments PRL 114 (2015) 191803 1503.07589
4 ATLAS Collaboration Search for the Standard Model Higgs boson produced in association with top quarks and decaying into $ \mathrm{b}\bar{ \mathrm{b} } $ in pp collisions at $ \sqrt{s} = $ 8 TeV with the ATLAS detector EPJC 75 (2015), no. 7, 349 1503.05066
5 ATLAS Collaboration Search for the Standard Model Higgs boson decaying into $ \mathrm{b}\bar{ \mathrm{b} } $ produced in association with top quarks decaying hadronically in pp collisions at $ \sqrt{s}= $ 8 TeV with the ATLAS detector JHEP 05 (2016) 160 1604.03812
6 ATLAS Collaboration Search for the associated production of the Higgs boson with a top quark pair in multilepton final states with the ATLAS detector PLB 749 (2015) 519 1506.05988
7 ATLAS Collaboration Search for $ \mathrm{ H } \to \gamma\gamma $ produced in association with top quarks and constraints on the Yukawa coupling between the top quark and the Higgs boson using data taken at 7 TeV and 8 TeV with the ATLAS detector PLB 740 (2015) 222 1409.3122
8 ATLAS Collaboration Combination of the searches for Higgs boson production in association with top quarks in the $ \gamma\gamma $, multilepton, and $ \mathrm{b}\bar{ \mathrm{b} } $ decay channels at $ \sqrt{s}= $ 13 TeV with the ATLAS detector ATLAS Conference Note ATLAS-CONF-2016-068
9 CMS Collaboration Search for the associated production of the Higgs boson with a top-quark pair JHEP 09 (2014) 087 CMS-HIG-13-029
1408.1682
10 CMS Collaboration Search for a Standard Model Higgs boson produced in association with a top-quark pair and decaying to bottom quarks using a matrix element method EPJC 75 (2015), no. 6, 251 CMS-HIG-14-010
1502.02485
11 CMS Collaboration Search for ttH production in the $ \mathrm{ H } \to \mathrm{b}\bar{ \mathrm{b} } $ decay channel with $ \sqrt{s}= $ 13 TeV pp collisions at the CMS experiment CMS-PAS-HIG-16-004 CMS-PAS-HIG-16-004
12 CMS Collaboration Search for associated production of Higgs bosons and top quarks in multilepton final states at $ \sqrt{s}= $ 13 TeV
13 CMS Collaboration Updated measurements of Higgs boson production in the diphoton decay channel at $ \sqrt{s}= $ 13 TeV in pp collisions at CMS CMS-PAS-HIG-16-020 CMS-PAS-HIG-16-020
14 K. Kondo Dynamical likelihood method for reconstruction of events with missing momentum. 1: method and toy models J. Phys. Soc. Jap. 57 (1988) 4126--4140
15 K. Kondo Dynamical likelihood method for reconstruction of events with missing momentum. 2: mass spectra for 2$ \to $2 processes J. Phys. Soc. Jap. 60 (1991) 836--844
16 A. Hocker et al. TMVA - toolkit for multivariate data analysis PoS ACAT (2007) 040 physics/0703039
17 F. Pedregosa et al. Scikit-learn: Machine Learning in Python Journal of Machine Learning Research 12 (2011) 2825
18 CMS Collaboration Description and performance of track and primary-vertex reconstruction with the CMS tracker JINST 9 (2014) P10009 CMS-TRK-11-001
1405.6569
19 CMS Collaboration The CMS experiment at the CERN LHC JINST 3 (2008) S08004 CMS-00-001
20 J. Alwall et al. The automated computation of tree-level and next-to-leading order differential cross sections, and their matching to parton shower simulations JHEP 07 (2014) 079 1405.0301
21 P. Nason A new method for combining NLO QCD with shower Monte Carlo algorithms JHEP 11 (2004) 040 hep-ph/0409146
22 S. Frixione, P. Nason, and C. Oleari Matching NLO QCD computations with parton shower simulations: the POWHEG method JHEP 11 (2007) 070 0709.2092
23 S. Alioli, P. Nason, C. Oleari, and E. Re A general framework for implementing NLO calculations in shower Monte Carlo programs: the POWHEG BOX JHEP 06 (2010) 043 1002.2581
24 NNPDF Collaboration Parton distributions with QED corrections Nucl. Phys. B 877 (2013) 290 1308.0598
25 NNPDF Collaboration Unbiased global determination of parton distributions and their uncertainties at NNLO and at LO Nucl. Phys. B 855 (2012) 153 1107.2652
26 NNPDF Collaboration Parton distributions for the LHC Run II JHEP 04 (2015) 040 1410.8849
27 CMS Collaboration Event generator tunes obtained from underlying event and multiparton scattering measurements CMS-GEN-14-001
1512.00815
28 P. Skands, S. Carrazza, and J. Rojo Tuning PYTHIA 8.1: the Monash 2013 tune EPJC 74 (2014), no. 8 1404.5630
29 K. Melnikov and F. Petriello Electroweak gauge boson production at hadron colliders through O($ \alpha_{s}^{2} $) PRD 74 (2006) 114017 hep-ph/0609070
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 differential top-quark pair production cross sections in pp colisions at $ \sqrt{s} = $ 7 TeV EPJC 73 (2013) 2339 CMS-TOP-11-013
1211.2220
32 CMS Collaboration Measurement of the differential cross section for top quark pair production in pp collisions at $ \sqrt{s} = $ 8 TeV EPJC 75 (2015), no. 11, 542 CMS-TOP-12-028
1505.04480
33 Kant, P. and Kind, O. M. and Kintscher, T. and Lohse, T. and Martini, T. and M\"olbitz, S. and Rieck, P. and Uwer, P. HATHOR for single top-quark production: Updated predictions and uncertainty estimates for single top-quark production in hadronic collisions CPC 191 (2015) 74 1406.4403
34 M. Aliev et al. HATHOR: HAdronic Top and Heavy quarks crOss section calculatoR CPC 182 (2011) 1034--1046 1007.1327
35 N. Kidonakis Two-loop soft anomalous dimensions for single top quark associated production with a $ \mathrm{ W }^{-} $ or $ \mathrm{ H }^{-} $ PRD 82 (2010) 054018 1005.4451
36 J. M. Campbell, R. K. Ellis, and C. Williams Vector boson pair production at the LHC JHEP 07 (2011) 018 1105.0020
37 GEANT4 Collaboration GEANT4---a simulation toolkit NIMA 506 (2003) 250
38 CMS Collaboration Performance of reconstruction and identification of $ \tau $ leptons in their decays to hadrons and $ \nu_{\tau} $ in LHC Run $ 2 $ CMS-PAS-TAU-16-002 CMS-PAS-TAU-16-002
39 CMS Collaboration Identification of b quark jets with the CMS experiment JINST 8 (2013) P04013 CMS-BTV-12-001
1211.4462
40 CMS Collaboration Performance of missing energy reconstruction in 13 TeV pp collision data using the CMS detector CMS-PAS-JME-16-004 CMS-PAS-JME-16-004
41 CMS Collaboration Performance of the CMS missing transverse momentum reconstruction in pp data at $ \sqrt{s} = $ 8 TeV JINST 10 (2015), no. 02, P02006 CMS-JME-13-003
1411.0511
42 CMS Collaboration Particle-flow event reconstruction in CMS and performance for jets, taus, and $ E_{\mathrm{T}}^{\text{miss}} $ CDS
43 CMS Collaboration Commissioning of the particle-flow event reconstruction with the first LHC collisions recorded in the CMS detector CDS
44 CMS Collaboration Commissioning of the particle-flow reconstruction in minimum-bias and jet events from pp collisions at 7 TeV CDS
45 CMS Collaboration Particle-flow commissioning with muons and electrons from $ \mathrm{J}/\psi $ and $ \mathrm{ W } $ events at 7 TeV CDS
46 E. Chabanat and N. Estre Deterministic annealing for vertex finding at CMS in Computing in high energy physics and nuclear physics. Proceedings, Conference, CHEP'04, 2004
47 W. Waltenberger, R. Fr\"uhwirth, and P. Vanlaer Adaptive vertex fitting JPG: Nucl. Part. Phys. 34 (2007) N343
48 M. Cacciari, G. P. Salam, and G. Soyez The anti-$ \kT $ jet clustering algorithm JHEP 04 (2008) 063 0802.1189
49 S. Baffioni et al. Electron reconstruction in CMS EPJC 49 (2007) 1099
50 W. Adam, R. Fr\"uhwirth, A. Strandlie, and T. Todorov Reconstruction of electrons with the Gaussian sum filter in the CMS tracker at LHC JPG: Nucl. Part. Phys. 31 (2003) N9 physics/0306087
51 CMS Collaboration Performance of electron reconstruction and selection with the CMS detector in pp collisions at $ \sqrt{s} = $ 8 TeV JINST 10 (2015), no. 06, P06005 CMS-EGM-13-001
1502.02701
52 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
53 CMS Collaboration Reconstruction and identification of $ \tau $ lepton decays to hadrons and $ \nu_{\tau} $ at CMS JINST 11 (2016), no. 01, P01019 CMS-TAU-14-001
1510.07488
54 CMS Collaboration Jet performance in pp collisions at $ \sqrt{s} = $ 7 TeV CDS
55 CMS Collaboration Determination of jet energy calibration and transverse momentum resolution in CMS JINST 6 (2011) P11002 CMS-JME-10-011
1107.4277
56 M. Cacciari, G. P. Salam, and G. Soyez The catchment area of jets JHEP 04 (2008) 005 0802.1188
57 M. Cacciari and G. P. Salam Pileup subtraction using jet areas PLB 659 (2008) 119 0707.1378
58 CMS Collaboration CMS luminosity measurement for the 2016 data-taking period
59 LHC Higgs Cross Section Working Group Collaboration Handbook of LHC Higgs Cross Sections: 3. Higgs Properties: Report of the LHC Higgs Cross Section Working Group CERN-2013-004
60 R. Barlow and C. Beeston Fitting using finite Monte Carlo samples CPC 77 (1993)219
61 J. S. Conway Incorporating nuisance parameters in likelihoods for multisource spectra 1103.0354
62 A. L. Read Modified frequentist analysis of search results (the $ CL_{s} $ method) in Workshop on confidence limits, CERN, Geneva, Switzerland, 2000
63 J. D. Bjorken Asymptotic sum rules at infinite momentum PR179 (1969) 1547
64 P. M. Nadolsky et al. Implications of CTEQ global analysis for collider observables PRD78 (2008) 013004 0802.0007
65 G. P. Lepage A new algorithm for adaptive multidimensional integration J. Comput. Phys. 27 (1978) 192
66 J. Neyman Outline of a theory of statistical estimation based on the classical theory of probability Philosophical transactions of the royal society of London. Series A, mathematical and physical sciences 236 (1937)
Compact Muon Solenoid
LHC, CERN