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CMS-PAS-HIG-24-019
Measurement of the charge asymmetry in WH production in the $ \mathrm{H} \to \tau\tau $ decay channel
Abstract: We are presenting a measurement of the charge asymmetry in $ \mathrm{WH} $ production based on the full LHC Run-2 data set of proton-proton collisions at a center-of-mass energy of 13 TeV collected with the CMS experiment in the years 2016-2018. The data set corresponds to an integrated luminosity of 138 fb$^{-1} $. Events are selected requiring three charged leptons, targeting the $ \mathrm{H}\to\tau\tau $ decay channel, where the $ \tau\tau $ system decays into hadrons or a hadron and an electron or a muon and neutrinos and the associated W boson decays into an electron or muon. The results are presented in the form of cross sections for $ \mathrm{W^{+}H} $ and $ \mathrm{W^{-}H} $ production, a cross section for $ \mathrm{WH} $ production, and the charge asymmetry $ A $. The observed charge asymmetry is constrained to be in the range $ A > -$0.09 (95% CL) and in agreement with the expectation from the standard model. The WH cross section is measured to be $ \sigma(\mathrm{WH}) = $ 0.97 $ ^{+0.86}_{-0.82} $ pb which is as well consistent with the expected value in the standard model: $ \sigma(\mathrm{WH}) = $ 1.36 $ \pm $ 0.03 pb.
Figures & Tables Summary References CMS Publications
Figures

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Figure 1:
Processes for H boson production in association with a W boson. On the left the leading order process is shown. On the right a process is shown through which a dependence on $ Y_{\mathrm{c}} $ enters for $ \mathrm{q'=\mathrm{d}} $ and $ \mathrm{ q}=\mathrm{c} $.

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Figure 1-a:
Processes for H boson production in association with a W boson. On the left the leading order process is shown. On the right a process is shown through which a dependence on $ Y_{\mathrm{c}} $ enters for $ \mathrm{q'=\mathrm{d}} $ and $ \mathrm{ q}=\mathrm{c} $.

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Figure 1-b:
Processes for H boson production in association with a W boson. On the left the leading order process is shown. On the right a process is shown through which a dependence on $ Y_{\mathrm{c}} $ enters for $ \mathrm{q'=\mathrm{d}} $ and $ \mathrm{ q}=\mathrm{c} $.

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Figure 2:
Illustration of the $ F_{\mathrm{F}} $-method as adapted to this analysis.

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Figure 3:
Post-fit distributions of $ \hat{y}_{l}(\,\cdot\,) $ in the (upper row) WH signal, and (lower row) WZ and $ F_{\mathrm{F}} $ background categories, for all final states and data-taking years combined. For the statistical inference the NN output classes have been split by the charge of the lepton associated with the W boson candidate, with positive charge on the left and negative charge on the right. The points with error bars correspond to the yields in data, while the filled histograms correspond to the estimates of all relevant processes of the data model as described in Section 5

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Figure 3-a:
Post-fit distributions of $ \hat{y}_{l}(\,\cdot\,) $ in the (upper row) WH signal, and (lower row) WZ and $ F_{\mathrm{F}} $ background categories, for all final states and data-taking years combined. For the statistical inference the NN output classes have been split by the charge of the lepton associated with the W boson candidate, with positive charge on the left and negative charge on the right. The points with error bars correspond to the yields in data, while the filled histograms correspond to the estimates of all relevant processes of the data model as described in Section 5

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Figure 3-b:
Post-fit distributions of $ \hat{y}_{l}(\,\cdot\,) $ in the (upper row) WH signal, and (lower row) WZ and $ F_{\mathrm{F}} $ background categories, for all final states and data-taking years combined. For the statistical inference the NN output classes have been split by the charge of the lepton associated with the W boson candidate, with positive charge on the left and negative charge on the right. The points with error bars correspond to the yields in data, while the filled histograms correspond to the estimates of all relevant processes of the data model as described in Section 5

png pdf
Figure 3-c:
Post-fit distributions of $ \hat{y}_{l}(\,\cdot\,) $ in the (upper row) WH signal, and (lower row) WZ and $ F_{\mathrm{F}} $ background categories, for all final states and data-taking years combined. For the statistical inference the NN output classes have been split by the charge of the lepton associated with the W boson candidate, with positive charge on the left and negative charge on the right. The points with error bars correspond to the yields in data, while the filled histograms correspond to the estimates of all relevant processes of the data model as described in Section 5

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Figure 3-d:
Post-fit distributions of $ \hat{y}_{l}(\,\cdot\,) $ in the (upper row) WH signal, and (lower row) WZ and $ F_{\mathrm{F}} $ background categories, for all final states and data-taking years combined. For the statistical inference the NN output classes have been split by the charge of the lepton associated with the W boson candidate, with positive charge on the left and negative charge on the right. The points with error bars correspond to the yields in data, while the filled histograms correspond to the estimates of all relevant processes of the data model as described in Section 5

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Figure 3-e:
Post-fit distributions of $ \hat{y}_{l}(\,\cdot\,) $ in the (upper row) WH signal, and (lower row) WZ and $ F_{\mathrm{F}} $ background categories, for all final states and data-taking years combined. For the statistical inference the NN output classes have been split by the charge of the lepton associated with the W boson candidate, with positive charge on the left and negative charge on the right. The points with error bars correspond to the yields in data, while the filled histograms correspond to the estimates of all relevant processes of the data model as described in Section 5

png pdf
Figure 3-f:
Post-fit distributions of $ \hat{y}_{l}(\,\cdot\,) $ in the (upper row) WH signal, and (lower row) WZ and $ F_{\mathrm{F}} $ background categories, for all final states and data-taking years combined. For the statistical inference the NN output classes have been split by the charge of the lepton associated with the W boson candidate, with positive charge on the left and negative charge on the right. The points with error bars correspond to the yields in data, while the filled histograms correspond to the estimates of all relevant processes of the data model as described in Section 5

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Figure 4:
Observed two-dimensional profile likelihood scans for $ A $ and $ \sigma(\mathrm{W}\mathrm{H}) $ on the left and $ \mu(\mathrm{W^+}\mathrm{H}) $ and $ \mu(\mathrm{W^-}\mathrm{H}) $ on the right. The likelihood values are overlayed with 68% (solid line) and 95% (dashed line) confidence level contours obtained from the crossings of the likelihood at $ -2\Delta \, \mathrm{lnL} = $ 2.3 and $ -2\Delta \, \mathrm{lnL} = $ 6, respectively. For the likelihood evaluation all nuisance parameters are profiled in each point in the plane. The black cross represents the best-fit value and the minimum of the likelihood, while the red diamond corresponds to the SM expectation.

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Figure 4-a:
Observed two-dimensional profile likelihood scans for $ A $ and $ \sigma(\mathrm{W}\mathrm{H}) $ on the left and $ \mu(\mathrm{W^+}\mathrm{H}) $ and $ \mu(\mathrm{W^-}\mathrm{H}) $ on the right. The likelihood values are overlayed with 68% (solid line) and 95% (dashed line) confidence level contours obtained from the crossings of the likelihood at $ -2\Delta \, \mathrm{lnL} = $ 2.3 and $ -2\Delta \, \mathrm{lnL} = $ 6, respectively. For the likelihood evaluation all nuisance parameters are profiled in each point in the plane. The black cross represents the best-fit value and the minimum of the likelihood, while the red diamond corresponds to the SM expectation.

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Figure 4-b:
Observed two-dimensional profile likelihood scans for $ A $ and $ \sigma(\mathrm{W}\mathrm{H}) $ on the left and $ \mu(\mathrm{W^+}\mathrm{H}) $ and $ \mu(\mathrm{W^-}\mathrm{H}) $ on the right. The likelihood values are overlayed with 68% (solid line) and 95% (dashed line) confidence level contours obtained from the crossings of the likelihood at $ -2\Delta \, \mathrm{lnL} = $ 2.3 and $ -2\Delta \, \mathrm{lnL} = $ 6, respectively. For the likelihood evaluation all nuisance parameters are profiled in each point in the plane. The black cross represents the best-fit value and the minimum of the likelihood, while the red diamond corresponds to the SM expectation.
Tables

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Table 1:
Final state dependent selection requirements in addition to the object definitions given in Section 3. For $ p_{\mathrm{T}} $ the values correspond to the triggering lepton for the data-taking years 2016, 2017, and 2018, respectively, the values in parentheses correspond to the non-triggering lepton and do not depend on the data-taking year. In the $ \ell\ell\tau_\mathrm{h} $ final states the light leptons are required to be of same charges, the $ \tau_\mathrm{h} $ candidate of opposite charge to the light leptons. In the $ \ell\tau_\mathrm{h}\tau_\mathrm{h} $ final states the $ \tau_\mathrm{h} $ candidates are required to be of opposite charges. A more detailed discussion is given in the text.

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Table 2:
Summary of the most important systematic uncertainties discussed in the text. The columns indicate the source of uncertainty, the variation, and how it is correlated. A checkmark is given also for partial correlations. More details are given in the text.

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Table 3:
Measured and expected values for the cross sections and signal strengths of $ \mathrm{W^+}\mathrm{H} $, $ \mathrm{W^-}\mathrm{H} $ and WH production and $ A $ as defined in Eq. (1). The uncertainties include statistical and systematic uncertainties. For the cross sections and A also a column with expected values and only theory uncertainties are given [34]. As $ A $ and $ \sigma(\mathrm{W^-}\mathrm{H}) $ are measured outside their phyiscal boundaries, the measurements are interpreted via Feldman-Cousins confidence intervals as well. For $ A $ the upper uncertainty is not given, as it is found at the fit boundary.
Summary
We have presented a measurement of the charge asymmetry in WH production based on the full LHC Run-2 data set of proton-proton collisions at a center-of-mass energy of 13 TeV collected with the CMS Experiment in the years 2016--2018. The data set corresponds to an integrated luminosity of 138 fb$ ^{-1} $. Events are selected requiring two or three charged leptons, targeting $ \mathrm{H}\to\tau\tau $ decay channels, where the $ \tau\tau $ system decays into hadrons or a hadron and a light lepton and the associated W boson decays into a light lepton. The results are presented as separate production cross sections for $ \mathrm{W^+}\mathrm{H} $ and $ \mathrm{W^-}\mathrm{H} $, as well as a combined WH production cross section and the charge asymmetry $ A $.
References
1 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
2 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
3 CMS Collaboration Observation of a new boson with mass near 125 GeV in pp collisions at $ \sqrt{s} = $ 7 and 8 TeV JHEP 06 (2013) 081 CMS-HIG-12-036
1303.4571
4 F. Englert and R. Brout Broken symmetry and the mass of gauge vector mesons PRL 13 (1964) 321
5 P. W. Higgs Broken symmetries, massless particles and gauge fields PL 12 (1964) 132
6 P. W. Higgs Broken symmetries and the masses of gauge bosons PRL 13 (1964) 508
7 G. S. Guralnik, C. R. Hagen, and T. W. B. Kibble Global conservation laws and massless particles PRL 13 (1964) 585
8 P. W. Higgs Spontaneous symmetry breakdown without massless bosons PR 145 (1966) 1156
9 T. W. B. Kibble Symmetry breaking in non-abelian gauge theories PR 155 (1967) 1554
10 ATLAS Collaboration Measurements of differential cross sections of Higgs boson production through gluon fusion in the $ H\rightarrow WW^{*}\rightarrow e\nu \mu \nu $ final state at $ \sqrt{s} = $ 13 TeV with the ATLAS detector EPJC 83 (2023) 774 2301.06822
11 ATLAS Collaboration Integrated and differential fiducial cross-section measurements for the vector boson fusion production of the Higgs boson in the $ H \rightarrow WW^{\ast}\rightarrow e\nu\mu\nu $ decay channel at 13 TeV with the ATLAS detector PRD 108 (2023) 072003 2304.03053
12 CMS Collaboration Measurement of the inclusive and differential Higgs boson production cross sections in the leptonic WW decay mode at $ \sqrt{s} = $ 13 TeV JHEP 03 (2021) 003 CMS-HIG-19-002
2007.01984
13 ATLAS Collaboration Higgs boson production cross-section measurements and their EFT interpretation in the 4$ \ell $ decay channel at $ \sqrt{s}= $13 TeV with the ATLAS detector EPJC 80 (2020) 957 2004.03447
14 ATLAS Collaboration Measurements of the Higgs boson inclusive and differential fiducial cross sections in the 4$ \ell $ decay channel at $ \sqrt{s} = $ 13 TeV EPJC 80 (2020) 942 2004.03969
15 CMS Collaboration Measurements of inclusive and differential cross sections for the Higgs boson production and decay to four-leptons in proton-proton collisions at $ \sqrt{s} = $ 13 TeV JHEP 08 (2023) 040 CMS-HIG-21-009
2305.07532
16 ATLAS Collaboration Measurement of the $ H \rightarrow \gamma \gamma $ and $ H \rightarrow ZZ^* \rightarrow 4 \ell $ cross-sections in pp collisions at $ \sqrt{s}= $ 13.6 TeV with the ATLAS detector EPJC 84 (2024) 78 2306.11379
17 CMS Collaboration Measurement of the Higgs boson inclusive and differential fiducial production cross sections in the diphoton decay channel with pp collisions at $ \sqrt{s} = $ 13 TeV JHEP 07 (2023) 091 CMS-HIG-19-016
2208.12279
18 ATLAS Collaboration Measurements of WH and ZH production with Higgs boson decays into bottom quarks and direct constraints on the charm Yukawa coupling in 13 TeV pp collisions with the ATLAS detector JHEP 04 (2025) 075
19 CMS Collaboration Measurement of simplified template cross sections of the Higgs boson produced in association with W or Z bosons in the $ \mathrm{H\to bb} $ decay channel in proton-proton collisions at $\sqrt{s}=$ 13 TeV PRD 109 (2024) 092011 CMS-HIG-20-001
2312.07562
20 ATLAS Collaboration Differential cross-section measurements of higgs boson production in the $ h\to\tau^{+}\tau^{-} $ decay channel in pp collisions at $ \sqrt{s} = $ 13 TeV with the atlas detector JHEP 03 (2025) 010
21 CMS Collaboration Measurements of Higgs boson production in the decay channel with a pair of $ \tau $ leptons in proton-proton collisions at $ \sqrt{s}= $ 13 TeV EPJC 83 (2023) 562 CMS-HIG-19-010
2204.12957
22 ATLAS Collaboration Observation of Higgs boson production in association with a top quark pair at the LHC with the ATLAS detector PLB 784 (2018) 173 1806.00425
23 ATLAS Collaboration Measurement of the associated production of a top-antitop-quark pair and a higgs boson decaying into a $ b\bar{b} $ pair in pp collisions at $ \sqrt{s}= $ 13 TeV using the atlas detector at the lhc EPJC 85 (2025)
24 CMS Collaboration Measurements of $ \mathrm{t\bar{t}}H $ Production and the CP Structure of the Yukawa Interaction between the Higgs Boson and Top Quark in the Diphoton Decay Channel PRL 125 (2020) 061801 CMS-HIG-19-013
2003.10866
25 CMS Collaboration Measurement of the Higgs boson production rate in association with top quarks in final states with electrons, muons, and hadronically decaying tau leptons at $ \sqrt{s} = $ 13 TeV EPJC 81 (2021) 378 CMS-HIG-19-008
2011.03652
26 CMS Collaboration Evidence for Higgs boson decay to a pair of muons JHEP 01 (2021) 148 CMS-HIG-19-006
2009.04363
27 CMS Collaboration Search for Higgs Boson Decay to a Charm Quark-Antiquark Pair in Proton-Proton Collisions at $\sqrt{s}=$ 13 TeV PRL 131 (2023) 061801 CMS-HIG-21-008
2205.05550
28 CMS Collaboration Search for Higgs Boson and Observation of Z Boson through their Decay into a Charm Quark-Antiquark Pair in Boosted Topologies in Proton-Proton Collisions at $\sqrt{s}=$ 13 TeV PRL 131 (2023) 041801 CMS-HIG-21-012
2211.14181
29 CMS Collaboration Search for Higgs boson decay to a charm quark-antiquark pair via ttH production technical report, CERN, Geneva, 2025
CDS
30 ATLAS Collaboration Direct constraint on the Higgs-charm coupling from a search for Higgs boson decays into charm quarks with the ATLAS detector EPJC 82 (2022) 717 2201.11428
31 CMS Collaboration Search for $ \gamma $H production and constraints on the Yukawa couplings of light quarks to the Higgs boson link CMS-PAS-HIG-23-011
32 CMS Collaboration Combination and interpretation of differential Higgs boson production cross sections in proton-proton collisions at $ \sqrt{s} = $ 13 TeV link CMS-PAS-HIG-23-013
33 F. Yu Phenomenology of Enhanced Light Quark Yukawa Couplings and the $ W^\pm h $ Charge Asymmetry JHEP 02 (2017) 083 1609.06592
34 LHC Higgs Cross Section Working Group Handbook of LHC Higgs cross sections: 4. Deciphering the nature of the Higgs sector CERN Report CERN-2017-002-M, 2016
link
1610.07922
35 CMS Collaboration Performance of the CMS Level-1 trigger in proton-proton collisions at $ \sqrt{s} = $ 13 TeV JINST 15 (2020) P10017 CMS-TRG-17-001
2006.10165
36 CMS Collaboration The CMS trigger system JINST 12 (2017) P01020 CMS-TRG-12-001
1609.02366
37 CMS Collaboration Performance of the CMS high-level trigger during LHC run 2 JINST 19 (2024) P11021 CMS-TRG-19-001
2410.17038
38 CMS Collaboration The CMS experiment at the CERN LHC JINST 3 (2008) S08004
39 CMS Collaboration Particle-flow reconstruction and global event description with the CMS detector JINST 12 (2017) P10003 CMS-PRF-14-001
1706.04965
40 CMS Collaboration Technical proposal for the Phase-II upgrade of the Compact Muon Solenoid CMS Technical Proposal CERN-LHCC-2015-010, CMS-TDR-15-02, 2015
CDS
41 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
42 CMS Collaboration Electron and photon reconstruction and identification with the CMS experiment at the CERN LHC JINST 16 (2021) P05014 CMS-EGM-17-001
2012.06888
43 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
44 CMS Collaboration Performance of the CMS muon detector and muon reconstruction with proton-proton collisions at $ \sqrt{s}= $ 13 TeV JINST 13 (2018) P06015 CMS-MUO-16-001
1804.04528
45 M. Cacciari, G. P. Salam, and G. Soyez The anti-$ k_{\mathrm{T}} $ jet clustering algorithm JHEP 04 (2008) 063 0802.1189
46 M. Cacciari, G. P. Salam, and G. Soyez FastJet user manual EPJC 72 (2012) 1896 1111.6097
47 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
48 E. Bols et al. Jet flavour classification using DeepJet JINST 15 (2020) P12012 2008.10519
49 CMS Collaboration Performance of the DeepJet b tagging algorithm using 41.9/fb of data from proton-proton collisions at 13 TeV with Phase 1 CMS detector CMS Detector Performance Note CMS-DP-2018-058, CERN, 2018
CDS
50 CMS Collaboration Performance of reconstruction and identification of $ \tau $ leptons decaying to hadrons and $ \nu_\tau $ in pp collisions at $ \sqrt{s}= $ 13 TeV JINST 13 (2018) P10005 CMS-TAU-16-003
1809.02816
51 CMS Collaboration Identification of hadronic tau lepton decays using a deep neural network JINST 17 (2022) P07023 CMS-TAU-20-001
2201.08458
52 CMS Collaboration Performance of the CMS missing transverse momentum reconstruction in pp data at $ \sqrt{s} = $ 8 TeV JINST 10 (2015) P02006 CMS-JME-13-003
1411.0511
53 CMS Collaboration Performance of missing transverse momentum reconstruction in proton-proton collisions at $ \sqrt{s} = $ 13 TeV using the CMS detector JINST 14 (2019) P07004 CMS-JME-17-001
1903.06078
54 CMS Collaboration Measurement of the $ \mathrm{Z}/\gamma^{*}\to\tau\tau $ cross section in pp collisions at $ \sqrt{s}= $ 13 TeV and validation of $ \tau $ lepton analysis techniques EPJC 78 (2018) 708 CMS-HIG-15-007
1801.03535
55 CMS Collaboration Search for additional neutral MSSM Higgs bosons in the $ \tau\tau $ final state in proton-proton collisions at $ \sqrt{s}= $ 13 TeV JHEP 09 (2018) 007 CMS-HIG-17-020
1803.06553
56 T. Sjöstrand et al. An introduction to PYTHIA 8.2 Comput. Phys. Commun. 191 (2015) 159 1410.3012
57 NNPDF Collaboration Parton distributions from high-precision collider data EPJC 77 (2017) 663 1706.00428
58 CMS Collaboration Extraction and validation of a new set of CMS PYTHIA8 tunes from underlying-event measurements EPJC 80 (2020) 4 CMS-GEN-17-001
1903.12179
59 P. Nason A new method for combining NLO QCD with shower Monte Carlo algorithms JHEP 11 (2004) 040 hep-ph/0409146
60 P. Nason and C. Oleari NLO Higgs boson production via vector-boson fusion matched with shower in POWHEG JHEP 02 (2010) 037 0911.5299
61 S. Frixione, P. Nason, and C. Oleari Matching NLO QCD computations with parton shower simulations: the POWHEG method JHEP 11 (2007) 070 0709.2092
62 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
63 E. Bagnaschi, G. Degrassi, P. Slavich, and A. Vicini Higgs production via gluon fusion in the POWHEG approach in the SM and in the MSSM JHEP 02 (2012) 088 1111.2854
64 G. Luisoni, P. Nason, C. Oleari, and F. Tramontano $ \mathrm{HW^{\pm}/HZ}$ + 0 and 1 jet at NLO with the POWHEG BOX interfaced to GoSam and their merging within MiNLO JHEP 10 (2013) 083 1306.2542
65 H. B. Hartanto, B. Jager, L. Reina, and D. Wackeroth Higgs boson production in association with top quarks in the POWHEG BOX PRD 91 (2015) 094003 1501.04498
66 K. Hamilton, P. Nason, E. Re, and G. Zanderighi NNLOPS simulation of Higgs boson production JHEP 10 (2013) 222 1309.0017
67 K. Hamilton, P. Nason, and G. Zanderighi Finite quark-mass effects in the NNLOPS POWHEG+MiNLO Higgs generator JHEP 05 (2015) 140 1501.04637
68 CMS Collaboration A portrait of the Higgs boson by the CMS experiment ten years after the discovery Nature 607 (2022) 60
69 J. Alwall et al. MadGraph 5: Going beyond JHEP 06 (2011) 128 1106.0522
70 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
71 GEANT4 Collaboration GEANTfour --- a simulation toolkit NIM A 506 (2003) 250
72 CMS Collaboration Measurements of inclusive W and Z cross sections in pp collisions at $ \sqrt{s}= $ 7 TeV JHEP 01 (2011) 080 CMS-EWK-10-002
1012.2466
73 CMS Collaboration Jet energy scale and resolution in the CMS experiment in pp collisions at 8 TeV JINST 12 (2017) P02014 CMS-JME-13-004
1607.03663
74 A. N. Tikhonov Solution of incorrectly formulated problems and the regularization method Soviet Math. Dokl. 4 (1963) 1035
75 L. Bianchini et al. Reconstruction of the Higgs mass in events with Higgs bosons decaying into a pair of $ \tau $ leptons using matrix element techniques NIM A 862 (2017) 54 1603.05910
76 S. Baker and R. D. Cousins Clarification of the use of chi-square and likelihood functions in fits to histograms NIM 221 (1984) 437
77 CMS Collaboration The CMS statistical analysis and combination tool: Combine Comput. Softw. Big Sci. 8 (2024) 19 CMS-CAT-23-001
2404.06614
78 R. J. Barlow and C. Beeston Fitting using finite Monte Carlo samples Comput. Phys. Commun. 77 (1993) 219
79 CMS Collaboration Precision luminosity measurement in proton-proton collisions at $ \sqrt{s} = $ 13 TeV in 2015 and 2016 at CMS EPJC 81 (2021) 800 CMS-LUM-17-003
2104.01927
80 CMS Collaboration CMS luminosity measurement for the 2017 data-taking period at $ \sqrt{s} = $ 13 TeV CMS Physics Analysis Summary, 2018
CMS-PAS-LUM-17-004
CMS-PAS-LUM-17-004
81 CMS Collaboration CMS luminosity measurement for the 2018 data-taking period at $ \sqrt{s} = $ 13 TeV CMS Physics Analysis Summary, 2019
CMS-PAS-LUM-18-002
CMS-PAS-LUM-18-002
82 M. Czakon and A. Mitov Top++: A program for the calculation of the top-pair cross-section at hadron colliders Comput. Phys. Commun. 185 (2014) 2930 1112.5675
83 N. Kidonakis Top quark production in Helmholtz International Summer School on Physics of Heavy Quarks and Hadrons, 2014
link
1311.0283
84 J. M. Campbell, R. K. Ellis, and C. Williams Vector boson pair production at the LHC JHEP 07 (2011) 018 1105.0020
85 G. J. Feldman and R. D. Cousins Unified approach to the classical statistical analysis of small signals PRD 57 (1998) 3873
Compact Muon Solenoid
LHC, CERN