Abstract
We present NNPDF3.0, the first set of parton distribution functions (PDFs) determined with a methodology validated by a closure test. NNPDF3.0 uses a global dataset including HERA-II deep-inelastic inclusive cross-sections, the combined HERA charm data, jet production from ATLAS and CMS, vector boson rapidity and transverse momentum distributions from ATLAS, CMS and LHCb, W +c data from CMS and top quark pair production total cross sections from ATLAS and CMS. Results are based on LO, NLO and NNLO QCD theory and also include electroweak corrections. To validate our methodology, we show that PDFs determined from pseudo-data generated from a known underlying law correctly reproduce the statistical distributions expected on the basis of the assumed experimental uncertainties. This closure test ensures that our methodological uncertainties are negligible in comparison to the generic theoretical and experimental uncertainties of PDF determination. This enables us to determine with confidence PDFs at different perturbative orders and using a variety of experimental datasets ranging from HERA-only up to a global set including the latest LHC results, all using precisely the same validated methodology. We explore some of the phenomenological implications of our results for the upcoming 13 TeV Run of the LHC, in particular for Higgs production cross-sections.
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References
M. Diemoz, F. Ferroni, E. Longo and G. Martinelli, Parton densities from deep inelastic scattering to hadronic processes at super collider energies, Z. Phys. C 39 (1988) 21 [INSPIRE].
L. Demortier, Proceedings, PHYSTAT 2011 Workshop on Statistical Issues Related to Discovery Claims in Search Experiments and Unfolding, January 17-20, CERN, Geneva, (2011) see chapter Open Issues in the Wake of Banff 2011.
S. Forte, L. Garrido, J.I. Latorre and A. Piccione, Neural network parametrization of deep inelastic structure functions, JHEP 05 (2002) 062 [hep-ph/0204232] [INSPIRE].
NNPDF collaboration, L. Del Debbio et al., Unbiased determination of the proton structure function F (2)p with faithful uncertainty estimation, JHEP 03 (2005) 080 [hep-ph/0501067] [INSPIRE].
NNPDF collaboration, L. Del Debbio et al., Neural network determination of parton distributions: the nonsinglet case, JHEP 03 (2007) 039 [hep-ph/0701127] [INSPIRE].
NNPDF collaboration, R.D. Ball et al., A determination of parton distributions with faithful uncertainty estimation, Nucl. Phys. B 809 (2009) 1 [Erratum ibid. B 816 (2009) 293] [arXiv:0808.1231] [INSPIRE].
NNPDF collaboration, J. Rojo et al., Update on neural network parton distributions: NNPDF1.1, arXiv:0811.2288 [INSPIRE].
NNPDF collaboration, R.D. Ball et al., Precision determination of electroweak parameters and the strange content of the proton from neutrino deep-inelastic scattering, Nucl. Phys. B 823 (2009) 195 [arXiv:0906.1958] [INSPIRE].
NNPDF collaboration, R.D. Ball et al., Fitting parton distribution data with multiplicative normalization uncertainties, JHEP 05 (2010) 075 [arXiv:0912.2276] [INSPIRE].
R.D. Ball et al., A first unbiased global NLO determination of parton distributions and their uncertainties, Nucl. Phys. B 838 (2010) 136 [arXiv:1002.4407] [INSPIRE].
R.D. Ball et al., Impact of heavy quark masses on parton distributions and LHC phenomenology, Nucl. Phys. B 849 (2011) 296 [arXiv:1101.1300] [INSPIRE].
NNPDF collaboration, R.D. Ball et al., Unbiased global determination of parton distributions and their uncertainties at NNLO and at LO, Nucl. Phys. B 855 (2012) 153 [arXiv:1107.2652] [INSPIRE].
R.D. Ball et al., Parton distributions with LHC data, Nucl. Phys. B 867 (2013) 244 [arXiv:1207.1303] [INSPIRE].
G. Watt and R.S. Thorne, Study of Monte Carlo approach to experimental uncertainty propagation with MSTW 2008 PDFs, JHEP 08 (2012) 052 [arXiv:1205.4024] [INSPIRE].
G. Cowan, Statistical data analysis, Oxford University Press, Oxford U.K. (2002).
H1, ZEUS collaboration, V. Radescu, Combination and QCD analysis of the HERA inclusive cross sections, PoS(ICHEP 2010)168.
ZEUS, H1 collaboration, A.M. Cooper-Sarkar, PDF Fits at HERA, PoS(EPS-HEP2011)320 [arXiv:1112.2107] [INSPIRE].
NNPDF collaboration, R.D. Ball et al., Reweighting NNPDFs: the W lepton asymmetry, Nucl. Phys. B 849 (2011) 112 [Erratum ibid. B 854 (2012) 926] [arXiv:1012.0836] [INSPIRE].
New Muon collaboration, M. Arneodo et al., Accurate measurement of F d2 /F p2 and R d − R p, Nucl. Phys. B 487 (1997) 3 [hep-ex/9611022] [INSPIRE].
New Muon collaboration, M. Arneodo et al., Measurement of the proton and deuteron structure functions, F p2 and F d2 and of the ratio σ L /σ T , Nucl. Phys. B 483 (1997) 3 [hep-ph/9610231] [INSPIRE].
BCDMS collaboration, A.C. Benvenuti et al., A high statistics measurement of the proton structure functions F 2(x, Q 2) and R from deep inelastic muon scattering at high Q 2, Phys. Lett. B 223 (1989) 485 [INSPIRE].
BCDMS collaboration, A.C. Benvenuti et al., A high statistics measurement of the deuteron structure functions F 2(X, Q 2) and R from deep inelastic muon scattering at high Q 2, Phys. Lett. B 237 (1990) 592 [INSPIRE].
L.W. Whitlow, E.M. Riordan, S. Dasu, S. Rock and A. Bodek, Precise measurements of the proton and deuteron structure functions from a global analysis of the SLAC deep inelastic electron scattering cross-sections, Phys. Lett. B 282 (1992) 475 [INSPIRE].
H1, ZEUS collaboration, F.D. Aaron et al., Combined measurement and QCD analysis of the inclusive e ± p scattering cross sections at HERA, JHEP 01 (2010) 109 [arXiv:0911.0884] [INSPIRE].
H1 collaboration, F.D. Aaron et al., Measurement of the proton structure function F L (x, Q 2) at low x, Phys. Lett. B 665 (2008) 139 [arXiv:0805.2809] [INSPIRE].
ZEUS collaboration, J. Breitweg et al., Measurement of D ∗± production and the charm contribution to F 2 in deep inelastic scattering at HERA, Eur. Phys. J. C 12 (2000) 35 [hep-ex/9908012] [INSPIRE].
ZEUS collaboration, S. Chekanov et al., Measurement of D ∗± production in deep inelastic e ± p scattering at HERA, Phys. Rev. D 69 (2004) 012004 [hep-ex/0308068] [INSPIRE].
ZEUS collaboration, S. Chekanov et al., Measurement of D ± and D 0 production in deep inelastic scattering using a lifetime tag at HERA, Eur. Phys. J. C 63 (2009) 171 [arXiv:0812.3775] [INSPIRE].
ZEUS collaboration, S. Chekanov et al., Measurement of charm and beauty production in deep inelastic ep scattering from decays into muons at HERA, Eur. Phys. J. C 65 (2010) 65 [arXiv:0904.3487] [INSPIRE].
H1 collaboration, C. Adloff et al., Measurement of D ∗± meson production and F c2 in deep inelastic scattering at HERA, Phys. Lett. B 528 (2002) 199 [hep-ex/0108039] [INSPIRE].
H1 collaboration, F.D. Aaron et al., Measurement of the D ∗± meson production cross section and F c2 , at high Q 2 , in ep scattering at HERA, Phys. Lett. B 686 (2010) 91 [arXiv:0911.3989] [INSPIRE].
H1 collaboration, F.D. Aaron et al., Measurement of the charm and beauty structure functions using the H1 vertex detector at HERA, Eur. Phys. J. C 65 (2010) 89 [arXiv:0907.2643] [INSPIRE].
ZEUS collaboration, S. Chekanov et al., Measurement of high-Q 2 neutral current deep inelastic e − p scattering cross sections with a longitudinally polarised electron beam at HERA, Eur. Phys. J. C 62 (2009) 625 [arXiv:0901.2385] [INSPIRE].
ZEUS collaboration, S. Chekanov et al., Measurement of charged current deep inelastic scattering cross sections with a longitudinally polarised electron beam at HERA, Eur. Phys. J. C 61 (2009) 223 [arXiv:0812.4620] [INSPIRE].
CHORUS collaboration, G. Onengut et al., Measurement of nucleon structure functions in neutrino scattering, Phys. Lett. B 632 (2006) 65 [INSPIRE].
NuTeV collaboration, M. Goncharov et al., Precise measurement of dimuon production cross-sections in ν μ Fe and \( {\overline{\nu}}_{\mu }Fe \) deep inelastic scattering at the Tevatron, Phys. Rev. D 64 (2001) 112006 [hep-ex/0102049] [INSPIRE].
D.A. Mason, Measurement of the strange-antistrange asymmetry at NLO in QCD from NuTeV dimuon data, FERMILAB-THESIS-2006-01 (2006).
G. Moreno et al., Dimuon production in proton-copper collisions at \( \sqrt{s}=38.8 \) GeV, Phys. Rev. D 43 (1991) 2815 [INSPIRE].
NuSea collaboration, J.C. Webb et al., Absolute Drell-Yan dimuon cross-sections in 800 GeV/c pp and pd collisions, hep-ex/0302019 [INSPIRE].
J.C. Webb, Measurement of continuum dimuon production in 800 GeV/C proton nucleon collisions, hep-ex/0301031 [INSPIRE].
NuSea collaboration, R.S. Towell et al., Improved measurement of the \( \overline{d}/\overline{u} \) asymmetry in the nucleon sea, Phys. Rev. D 64 (2001) 052002 [hep-ex/0103030] [INSPIRE].
CDF collaboration, T. Aaltonen et al., Direct measurement of the W production charge asymmetry in \( p\overline{p} \) collisions at \( \sqrt{s}=1.96 \) TeV, Phys. Rev. Lett. 102 (2009) 181801 [arXiv:0901.2169] [INSPIRE].
CDF collaboration, T.A. Aaltonen et al., Measurement of dσ/dy of Drell-Yan e + e − pairs in the Z mass region from \( p\overline{p} \) collisions at \( \sqrt{s}=1.96 \) TeV, Phys. Lett. B 692 (2010) 232 [arXiv:0908.3914] [INSPIRE].
D0 collaboration, V.M. Abazov et al., Measurement of the shape of the boson rapidity distribution for \( p\overline{p} \) → Z/gamma ∗ → e + e − + X events produced at \( \sqrt{s}=1.96 \) TeV, Phys. Rev. D 76 (2007) 012003 [hep-ex/0702025] [INSPIRE].
CDF collaboration, T. Aaltonen et al., Measurement of the inclusive jet cross section at the Fermilab tevatron pp collider using a cone-based jet algorithm, Phys. Rev. D 78 (2008) 052006 [Erratum ibid. D 79 (2009) 119902] [arXiv:0807.2204] [INSPIRE].
D0 collaboration, V.M. Abazov et al., Measurement of the inclusive jet cross-section in \( p\overline{p} \) collisions at \( \sqrt{s}=1.96 \) TeV, Phys. Rev. Lett. 101 (2008) 062001 [arXiv:0802.2400] [INSPIRE].
ATLAS collaboration, Measurement of the inclusive W ± and Z/γ cross sections in the electron and muon decay channels in pp collisions at \( \sqrt{s}=7 \) TeV with the ATLAS detector, Phys. Rev. D 85 (2012) 072004 [arXiv:1109.5141] [INSPIRE].
CMS collaboration, Measurement of the electron charge asymmetry in inclusive W production in pp collisions at \( \sqrt{s}=7 \) TeV, Phys. Rev. Lett. 109 (2012) 111806 [arXiv:1206.2598] [INSPIRE].
LHCb collaboration, Inclusive W and Z production in the forward region at \( \sqrt{s}=7 \) TeV, JHEP 06 (2012) 058 [arXiv:1204.1620] [INSPIRE].
ATLAS collaboration, Measurement of inclusive jet and dijet production in pp collisions at \( \sqrt{s}=7 \) TeV using the ATLAS detector, Phys. Rev. D 86 (2012) 014022 [arXiv:1112.6297] [INSPIRE].
H1 collaboration, F.D. Aaron et al., Inclusive deep inelastic scattering at high Q 2 with longitudinally polarised lepton beams at HERA, JHEP 09 (2012) 061 [arXiv:1206.7007] [INSPIRE].
H1 collaboration, F.D. Aaron et al., Measurement of the inclusive e ± p scattering cross section at high inelasticity y and of the structure function F L , Eur. Phys. J. C 71 (2011) 1579 [arXiv:1012.4355] [INSPIRE].
ZEUS collaboration, H. Abramowicz et al., Measurement of high-Q 2 neutral current deep inelastic e + p scattering cross sections with a longitudinally polarized positron beam at HERA, Phys. Rev. D 87 (2013) 052014 [arXiv:1208.6138] [INSPIRE].
ZEUS collaboration, H. Abramowicz et al., Measurement of high-Q 2 charged current deep inelastic scattering cross sections with a longitudinally polarised positron beam at HERA, Eur. Phys. J. C 70 (2010) 945 [arXiv:1008.3493] [INSPIRE].
H1, ZEUS collaboration, H. Abramowicz et al., Combination and QCD analysis of charm production cross section measurements in deep-inelastic ep scattering at HERA, Eur. Phys. J. C 73 (2013) 2311 [arXiv:1211.1182] [INSPIRE].
ATLAS collaboration, Measurement of the high-mass Drell-Yan differential cross-section in pp collisions at \( \sqrt{s}=7 \) TeV with the ATLAS detector, Phys. Lett. B 725 (2013) 223 [arXiv:1305.4192] [INSPIRE].
ATLAS collaboration, Measurement of the transverse momentum distribution of W bosons in pp collisions at \( \sqrt{s}=7 \) TeV with the ATLAS detector, Phys. Rev. D 85 (2012) 012005 [arXiv:1108.6308] [INSPIRE].
CMS collaboration, Measurement of the muon charge asymmetry in inclusive pp → W + X production at \( \sqrt{s}=7 \) TeV and an improved determination of light parton distribution functions, Phys. Rev. D 90 (2014) 032004 [arXiv:1312.6283] [INSPIRE].
CMS collaboration, Measurement of the differential and double-differential Drell-Yan cross sections in proton-proton collisions at \( \sqrt{s}=7 \) TeV, JHEP 12 (2013) 030 [arXiv:1310.7291] [INSPIRE].
CMS collaboration, Measurement of associated W + charm production in pp collisions at \( \sqrt{s}=7 \) TeV, JHEP 02 (2014) 013[arXiv:1310.1138][INSPIRE].
LHCb collaboration, Measurement of the cross-section for Z → e + e − production in pp collisions at \( \sqrt{s}=7 \) TeV, JHEP 02 (2013) 106 [arXiv:1212.4620] [INSPIRE].
CMS collaboration, Measurements of differential jet cross sections in proton-proton collisions at \( \sqrt{s}=7 \) TeV with the CMS detector, Phys. Rev. D 87 (2013) 112002 [arXiv:1212.6660] [INSPIRE].
ATLAS collaboration, Measurement of the inclusive jet cross section in pp collisions at \( \sqrt{s}=2.76 \) TeV and comparison to the inclusive jet cross section at \( \sqrt{s}=7 \) TeV using the ATLAS detector, Eur. Phys. J. C 73 (2013) 2509 [arXiv:1304.4739] [INSPIRE].
G.P. Salam and G. Soyez, A practical seedless infrared-safe cone jet algorithm, JHEP 05 (2007) 086 [arXiv:0704.0292] [INSPIRE].
ATLAS collaboration, Measurement of the cross section for top-quark pair production in pp collisions at \( \sqrt{s}=7 \) TeV with the ATLAS detector using final states with two high-p T leptons, JHEP 05 (2012) 059 [arXiv:1202.4892] [INSPIRE].
ATLAS collaboration, Measurement of the \( t\overline{t} \) production cross-section in pp collisions at \( \sqrt{s}=7 \) TeV using kinematic information of lepton+jets events, ATLAS-CONF-2011-121 (2011).
ATLAS collaboration, Measurement of the \( t\overline{t} \) production cross-section in pp collisions at \( \sqrt{s}=8 \) TeV using eμ events with b-tagged jets, ATLAS-CONF-2013-097 (2013).
CMS collaboration, Measurement of the \( t\overline{t} \) production cross section in the dilepton channel in pp collisions at \( \sqrt{s}=8 \) TeV, JHEP 02 (2014) 024 [Erratum ibid. 1402 (2014) 102] [arXiv:1312.7582] [INSPIRE].
CMS collaboration, Measurement of the \( t\overline{t} \) production cross section in the dilepton channel in pp collisions at \( \sqrt{s}=7 \) TeV, JHEP 11 (2012) 067 [arXiv:1208.2671] [INSPIRE].
CMS collaboration, Measurement of the \( t\overline{t} \) production cross section in pp collisions at \( \sqrt{s}=7 \) TeV with lepton + jets final states, Phys. Lett. B 720 (2013) 83 [arXiv:1212.6682] [INSPIRE].
S. Forte, Parton distributions at the dawn of the LHC, Acta Phys. Polon. B 41 (2010) 2859 [arXiv:1011.5247] [INSPIRE].
S. Forte and G. Watt, Progress in the determination of the partonic structure of the proton, Ann. Rev. Nucl. Part. Sci. 63 (2013) 291 [arXiv:1301.6754] [INSPIRE].
M.L. Mangano and J. Rojo, Cross section ratios between different CM energies at the LHC: opportunities for precision measurements and BSM sensitivity, JHEP 08 (2012) 010 [arXiv:1206.3557] [INSPIRE].
W.J. Stirling and E. Vryonidou, Charm production in association with an electroweak gauge boson at the LHC, Phys. Rev. Lett. 109 (2012) 082002 [arXiv:1203.6781] [INSPIRE].
S. Alekhin et al., Determination of strange sea quark distributions from fixed-target and collider data, arXiv:1404.6469 [INSPIRE].
M. Czakon, M.L. Mangano, A. Mitov and J. Rojo, Constraints on the gluon PDF from top quark pair production at hadron colliders, JHEP 07 (2013) 167 [arXiv:1303.7215] [INSPIRE].
M. Beneke, P. Falgari, S. Klein, J. Piclum, C. Schwinn et al., Inclusive top-pair production phenomenology with TOPIXS, JHEP 07 (2012) 194 [arXiv:1206.2454] [INSPIRE].
R. Gauld, Feasibility of top quark measurements at LHCb and constraints on the large-x gluon PDF, JHEP 02 (2014) 126 [arXiv:1311.1810] [INSPIRE].
S.A. Malik and G. Watt, Ratios of W and Z cross sections at large boson p T as a constraint on PDFs and background to new physics, JHEP 02 (2014) 025 [arXiv:1304.2424] [INSPIRE].
M. Czakon and A. Mitov, NNLO corrections to top pair production at hadron colliders: the quark-gluon reaction, JHEP 01 (2013) 080 [arXiv:1210.6832] [INSPIRE].
M. Czakon, P. Fiedler and A. Mitov, Total top-quark pair-production cross section at hadron colliders through O(α 4 S ), Phys. Rev. Lett. 110 (2013) 252004 [arXiv:1303.6254] [INSPIRE].
A. Gehrmann-De Ridder, T. Gehrmann, E.W.N. Glover and J. Pires, Second order QCD corrections to jet production at hadron colliders: the all-gluon contribution, Phys. Rev. Lett. 110 (2013) 162003 [arXiv:1301.7310] [INSPIRE].
CDF collaboration, A. Abulencia et al., Measurement of the inclusive jet cross section using the k T algorithm in \( p\overline{p} \) collisions at \( \sqrt{s}=1.96 \) TeV with the CDF II detector, Phys. Rev. D 75 (2007) 092006 [Erratum ibid. D 75 (2007) 119901] [hep-ex/0701051] [INSPIRE].
H1 collaboration, V. Andreev et al., Measurement of inclusive ep cross sections at high Q 2 at \( \sqrt{s}=225 \) and 252 GeV and of the longitudinal proton structure function F L at HERA, Eur. Phys. J. C 74 (2014) 2814 [arXiv:1312.4821] [INSPIRE].
ZEUS collaboration, S. Chekanov et al., Measurement of the longitudinal proton structure function at HERA, Phys. Lett. B 682 (2009) 8 [arXiv:0904.1092] [INSPIRE].
V. Bertone and J. Rojo, Parton distributions with the combined HERA charm production cross sections, AIP Conf. Proc. 1523 (2012) 51 [arXiv:1212.0741] [INSPIRE].
S. Alekhin, J. Blümlein, K. Daum, K. Lipka and S. Moch, Precise charm-quark mass from deep-inelastic scattering, Phys. Lett. B 720 (2013) 172 [arXiv:1212.2355] [INSPIRE].
J. Gao, M. Guzzi and P.M. Nadolsky, Charm quark mass dependence in a global QCD analysis, Eur. Phys. J. C 73 (2013) 2541 [arXiv:1304.3494] [INSPIRE].
NNPDF collaboration, R.D. Ball et al., Parton distributions with QED corrections, Nucl. Phys. B 877 (2013) 290 [arXiv:1308.0598] [INSPIRE].
ATLAS collaboration, Measurement of the transverse momentum distribution of Z/γ∗ bosons in proton-proton collisions at \( \sqrt{s}=7 \) TeV with the ATLAS detector, Phys. Lett. B 705 (2011) 415 [arXiv:1107.2381] [INSPIRE].
ATLAS collaboration, Measurement of the production of a W boson in association with a charm quark in pp collisions at \( \sqrt{s}=7 \) TeV with the ATLAS detector, JHEP 05 (2014) 068 [arXiv:1402.6263] [INSPIRE].
LHCb collaboration, Measurement of the cross-section for Z → μμ production with 1 fb −1 of pp collisions at \( \sqrt{s}=7 \) TeV, LHCb-CONF-2013-007 (2013).
LHCb collaboration, Inclusive low mass Drell-Yan production in the forward region at \( \sqrt{s}=7 \) TeV, LHCb-ANA-2012-029 (2012).
CMS collaboration, Measurement of the inclusive jet cross section in pp collisions at \( \sqrt{s}=7 \) TeV, Phys. Rev. Lett. 107 (2011) 132001 [arXiv:1106.0208][INSPIRE].
B.J.A. Watt, P. Motylinski and R.S. Thorne, The effect of LHC jet data on MSTW PDFs, Eur. Phys. J. C 74 (2014) 2934 [arXiv:1311.5703] [INSPIRE].
CMS collaboration, Constraints on parton distribution functions and extraction of the strong coupling constant from the inclusive jet cross section in pp collisions at \( \sqrt{s}=7 \) TeV, arXiv:1410.6765 [INSPIRE].
ATLAS collaboration, Measurement of dijet cross sections in pp collisions at 7 TeV centre-of-mass energy using the ATLAS detector, JHEP 05 (2014) 059 [arXiv:1312.3524] [INSPIRE].
CMS collaboration, Top pair cross section in dileptons, CMS-PAS-TOP-12-007 (2012).
J. Currie, A. Gehrmann-De Ridder, E.W.N. Glover and J. Pires, NNLO QCD corrections to jet production at hadron colliders from gluon scattering, JHEP 01 (2014) 110 [arXiv:1310.3993] [INSPIRE].
D. de Florian, P. Hinderer, A. Mukherjee, F. Ringer and W. Vogelsang, Approximate next-to-next-to-leading order corrections to hadronic jet production, Phys. Rev. Lett. 112 (2014) 082001 [arXiv:1310.7192] [INSPIRE].
V. Bertone, S. Carrazza and J. Rojo, APFEL: a PDF evolution library with QED corrections, Comput. Phys. Commun. 185 (2014) 1647 [arXiv:1310.1394] [INSPIRE].
J.M. Campbell et al., Working group report: quantum chromodynamics, arXiv:1310.5189 [INSPIRE].
The NNPDF collaboration, R.D. Ball et al., Theoretical issues in PDF determination and associated uncertainties, Phys. Lett. B 723 (2013) 330 [arXiv:1303.1189] [INSPIRE].
T. Carli et al., A posteriori inclusion of parton density functions in NLO QCD final-state calculations at hadron colliders: The APPLGRID project, Eur. Phys. J. C 66 (2010) 503 [arXiv:0911.2985] [INSPIRE].
J.M. Campbell and R.K. Ellis, Next-to-leading order corrections to W + 2 jet and Z + 2 jet production at hadron colliders, Phys. Rev. D 65 (2002) 113007 [hep-ph/0202176] [INSPIRE].
MCFM, http://mcfm.fnal.gov.
Z. Nagy, Next-to-leading order calculation of three jet observables in hadron hadron collision, Phys. Rev. D 68 (2003) 094002 [hep-ph/0307268] [INSPIRE].
T. Kluge, K. Rabbertz and M. Wobisch, FastNLO: fast pQCD calculations for PDF fits, hep-ph/0609285 [INSPIRE].
fastNLO collaboration, M. Wobisch et al., Theory-data comparisons for jet measurements in hadron-induced processes, arXiv:1109.1310 [INSPIRE].
L. Del Debbio, N.P. Hartland and S. Schumann, MCgrid: projecting cross section calculations on grids, Comput. Phys. Commun. 185 (2014) 2115 [arXiv:1312.4460] [INSPIRE].
A. Buckley et al., Rivet user manual, Comput. Phys. Commun. 184 (2013) 2803 [arXiv:1003.0694] [INSPIRE].
Z. Bern et al., Ntuples for NLO events at hadron colliders, Comput. Phys. Commun. 185 (2014) 1443 [arXiv:1310.7439] [INSPIRE].
V. Bertone, R. Frederix, S. Frixione, J. Rojo and M. Sutton, aMCfast: automation of fast NLO computations for PDF fits, JHEP 08 (2014) 166 [arXiv:1406.7693] [INSPIRE].
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 [arXiv:1405.0301] [INSPIRE].
S. Catani, G. Ferrera and M. Grazzini, W boson production at hadron colliders: the lepton charge asymmetry in NNLO QCD, JHEP 05 (2010) 006 [arXiv:1002.3115] [INSPIRE].
S. Catani and M. Grazzini, An NNLO subtraction formalism in hadron collisions and its application to Higgs boson production at the LHC, Phys. Rev. Lett. 98 (2007) 222002 [hep-ph/0703012] [INSPIRE].
S. Catani, L. Cieri, G. Ferrera, D. de Florian and M. Grazzini, Vector boson production at hadron colliders: a fully exclusive QCD calculation at NNLO, Phys. Rev. Lett. 103 (2009) 082001 [arXiv:0903.2120] [INSPIRE].
R. Gavin, Y. Li, F. Petriello and S. Quackenbush, W physics at the LHC with FEWZ 2.1, Comput. Phys. Commun. 184 (2013) 208 [arXiv:1201.5896] [INSPIRE].
Y. Li and F. Petriello, Combining QCD and electroweak corrections to dilepton production in FEWZ, Phys. Rev. D 86 (2012) 094034 [arXiv:1208.5967] [INSPIRE].
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 [arXiv:1112.5675] [INSPIRE].
R. Frederix et al., Higgs pair production at the LHC with NLO and parton-shower effects, Phys. Lett. B 732 (2014) 142 [arXiv:1401.7340] [INSPIRE].
P. Artoisenet et al., A framework for Higgs characterisation, JHEP 11 (2013) 043 [arXiv:1306.6464] [INSPIRE].
S. Carrazza and J. Pires, Perturbative QCD description of jet data from LHC run-I and Tevatron run-II, JHEP 10 (2014) 145 [arXiv:1407.7031] [INSPIRE].
C.M. Carloni Calame, G. Montagna, O. Nicrosini and A. Vicini, Precision electroweak calculation of the production of a high transverse-momentum lepton pair at hadron colliders, JHEP 10 (2007) 109 [arXiv:0710.1722] [INSPIRE].
F.A. Berends and R. Kleiss, Hard photon effects in W ± and Z 0 decay, Z. Phys. C 27 (1985) 365 [INSPIRE].
F.A. Berends, R. Kleiss, J.P. Revol and J.P. Vialle, QED radiative corrections and radiative decays of the intermediate weak bosons produced in proton-anti-proton collisions, Z. Phys. C 27 (1985) 155 [INSPIRE].
S. Dittmaier and M. Huber, Radiative corrections to the neutral-current Drell-Yan process in the standard model and its minimal supersymmetric extension, JHEP 01 (2010) 060 [arXiv:0911.2329] [INSPIRE].
U. Baur, S. Keller and W.K. Sakumoto, QED radiative corrections to Z boson production and the forward backward asymmetry at hadron colliders, Phys. Rev. D 57 (1998) 199 [hep-ph/9707301] [INSPIRE].
U. Baur, O. Brein, W. Hollik, C. Schappacher and D. Wackeroth, Electroweak radiative corrections to neutral current Drell-Yan processes at hadron colliders, Phys. Rev. D 65 (2002) 033007 [hep-ph/0108274] [INSPIRE].
R. Boughezal, Y. Li and F. Petriello, Disentangling radiative corrections using the high-mass Drell-Yan process at the LHC, Phys. Rev. D 89 (2014) 034030 [arXiv:1312.3972] [INSPIRE].
S. Forte, E. Laenen, P. Nason and J. Rojo, Heavy quarks in deep-inelastic scattering, Nucl. Phys. B 834 (2010) 116 [arXiv:1001.2312] [INSPIRE].
J. Ablinger et al., The 3-loop pure singlet heavy flavor contributions to the structure function F 2(x, Q 2) and the anomalous dimension, Nucl. Phys. B 890 (2014) 48 [arXiv:1409.1135] [INSPIRE].
S. Alekhin and S. Moch, Heavy-quark deep-inelastic scattering with a running mass, Phys. Lett. B 699 (2011) 345 [arXiv:1011.5790] [INSPIRE].
F. Demartin, S. Forte, E. Mariani, J. Rojo and A. Vicini, The impact of PDF and α s uncertainties on Higgs Production in gluon fusion at hadron colliders, Phys. Rev. D 82 (2010) 014002 [arXiv:1004.0962] [INSPIRE].
F. Cascioli, P. Maierhöfer, N. Moretti, S. Pozzorini and F. Siegert, NLO matching for \( t\overline{t}b\overline{b} \) production with massive b-quarks, Phys. Lett. B 734 (2014) 210 [arXiv:1309.5912] [INSPIRE].
G. D’Agostini, On the use of the covariance matrix to fit correlated data, Nucl. Instrum. Meth. A 346 (1994) 306 [INSPIRE].
A.D. Martin, W.J. Stirling, R.S. Thorne and G. Watt, Parton distributions for the LHC, Eur. Phys. J. C 63 (2009) 189 [arXiv:0901.0002] [INSPIRE].
R.D. Ball et al., Parton distribution benchmarking with LHC data, JHEP 04 (2013) 125 [arXiv:1211.5142] [INSPIRE].
J. Butterworth et al., Les Houches 2013: physics at TeV colliders: standard model working group report, arXiv:1405.1067 [INSPIRE].
G. D’Agostini, Bayesian reasoning in data analysis: a critical introduction, World Scientific, Singapore (2003).
G.P. Salam and J. Rojo, A Higher Order Perturbative Parton Evolution Toolkit (HOPPET), Comput. Phys. Commun. 180 (2009) 120 [arXiv:0804.3755] [INSPIRE].
The NNPDF collaboration, R.D. Ball et al., Unbiased determination of polarized parton distributions and their uncertainties, Nucl. Phys. B 874 (2013) 36 [arXiv:1303.7236] [INSPIRE].
NNPDF collaboration, E.R. Nocera et al., A first unbiased global determination of polarized PDFs and their uncertainties, Nucl. Phys. B 887 (2014) 276 [arXiv:1406.5539] [INSPIRE].
G. Altarelli, S. Forte and G. Ridolfi, On positivity of parton distributions, Nucl. Phys. B 534 (1998) 277 [hep-ph/9806345] [INSPIRE].
F. Demartin, F. Maltoni, K. Mawatari, B. Page and M. Zaro, Higgs characterisation at NLO in QCD: CP properties of the top-quark Yukawa interaction, Eur. Phys. J. C 74 (2014) 3065 [arXiv:1407.5089] [INSPIRE].
G. Altarelli, R.D. Ball and S. Forte, Small x resummation with quarks: deep-inelastic scattering, Nucl. Phys. B 799 (2008) 199 [arXiv:0802.0032] [INSPIRE].
D.J. Montana and L. Davis, Training feedforward neural networks using genetic algorithms, in the proceedings of the 11th International Joint Conference on Artificial Intelligence (IJCAI89) — Volume 1, Morgan Kaufmann Publishers Inc., U.S.A. (1989)
A. Glazov, S. Moch and V. Radescu, Parton distribution uncertainties using smoothness prior, Phys. Lett. B 695 (2011) 238 [arXiv:1009.6170] [INSPIRE].
H.-L. Lai et al., New parton distributions for collider physics, Phys. Rev. D 82 (2010) 074024 [arXiv:1007.2241] [INSPIRE].
J. Gao et al., CT10 next-to-next-to-leading order global analysis of QCD, Phys. Rev. D 89 (2014) 033009 [arXiv:1302.6246] [INSPIRE].
NNPDF collaboration, R.D. Ball et al., Parton distributions: determining probabilities in a space of functions, arXiv:1110.1863 [INSPIRE].
J. Pumplin, Parametrization dependence and Δχ2 in parton distribution fitting, Phys. Rev. D 82 (2010) 114020 [arXiv:0909.5176] [INSPIRE].
R.D. Ball et al., Reweighting and unweighting of parton distributions and the LHC W lepton asymmetry data, Nucl. Phys. B 855 (2012) 608 [arXiv:1108.1758] [INSPIRE].
C. Anastasiou, S. Buehler, F. Herzog and A. Lazopoulos, Total cross-section for Higgs boson hadroproduction with anomalous Standard Model interactions, JHEP 12 (2011) 058 [arXiv:1107.0683] [INSPIRE].
P. Skands, S. Carrazza and J. Rojo, Tuning PYTHIA 8.1: the Monash 2013 tune, Eur. Phys. J. C 74 (2014) 3024 [arXiv:1404.5630] [INSPIRE].
J.M. Campbell, J.W. Huston and W.J. Stirling, Hard interactions of quarks and gluons: a primer for LHC physics, Rept. Prog. Phys. 70 (2007) 89 [hep-ph/0611148] [INSPIRE].
F. Caola, S. Forte and J. Rojo, HERA data and DGLAP evolution: theory and phenomenology, Nucl. Phys. A 854 (2011) 32 [arXiv:1007.5405] [INSPIRE].
M. Cacciari and N. Houdeau, Meaningful characterisation of perturbative theoretical uncertainties, JHEP 09 (2011) 039 [arXiv:1105.5152] [INSPIRE].
E. Bagnaschi, M. Cacciari, A. Guffanti and L. Jenniches, An extensive survey of the estimation of uncertainties from missing higher orders in perturbative calculations, JHEP 02 (2015) 133 [arXiv:1409.5036] [INSPIRE].
S. Forte, A. Isgró and G. Vita, Do we need N 3 LO parton distributions?, Phys. Lett. B 731 (2014) 136 [arXiv:1312.6688] [INSPIRE].
L.A. Harland-Lang, A.D. Martin, P. Motylinski and R.S. Thorne, Parton distributions in the LHC era: MMHT 2014 PDFs, arXiv:1412.3989 [INSPIRE].
A.D. Martin et al., Extended parameterisations for MSTW PDFs and their effect on lepton charge asymmetry from W decays, Eur. Phys. J. C 73 (2013) 2318 [arXiv:1211.1215] [INSPIRE].
S.J. Brodsky, P. Hoyer, C. Peterson and N. Sakai, The intrinsic charm of the proton, Phys. Lett. B 93 (1980) 451 [INSPIRE].
J. Pumplin, H.L. Lai and W.K. Tung, The charm parton content of the nucleon, Phys. Rev. D 75 (2007) 054029 [hep-ph/0701220] [INSPIRE].
L. Barze et al., Neutral current Drell-Yan with combined QCD and electroweak corrections in the POWHEG BOX, Eur. Phys. J. C 73 (2013) 2474 [arXiv:1302.4606] [INSPIRE].
A.D. Martin, R.G. Roberts, W.J. Stirling and R.S. Thorne, MRST partons and uncertainties, hep-ph/0307262 [INSPIRE].
S. Forte and J. Rojo, Dataset sensitivity of the gg → H cross-section in the NNPDF analysis, in Les Houches 2013: physics at TeV colliders: standard model working group report, J. Butterworth et al., arXiv:1405.1067 [INSPIRE].
NuTeV collaboration, D. Mason et al., Measurement of the nucleon strange-antistrange asymmetry at next-to-leading order in QCD from NuTeV dimuon data, Phys. Rev. Lett. 99 (2007) 192001 [INSPIRE].
NOMAD collaboration, O. Samoylov et al., A precision measurement of charm dimuon production in neutrino interactions from the NOMAD experiment, Nucl. Phys. B 876 (2013) 339 [arXiv:1308.4750] [INSPIRE].
ATLAS collaboration, Determination of the strange quark density of the proton from ATLAS measurements of the W → ℓν and Z → ℓℓ cross sections, Phys. Rev. Lett. 109 (2012) 012001 [arXiv:1203.4051] [INSPIRE].
A. Glazov, private communication, on behalf of the H1-ZEUS combination and ATLAS.
M. Gouzevitch, private communication, on behalf of CMS.
P. Jimenez-Delgado, The role of the input scale in parton distribution analyses, Phys. Lett. B 714 (2012) 301 [arXiv:1206.4262] [INSPIRE].
S. Carrazza, A. Ferrara, D. Palazzo and J. Rojo, APFEL Web: a web-based application for the graphical visualization of parton distribution functions, J. Phys. G 42 (2015) 057001 [arXiv:1410.5456] [INSPIRE].
J. Rojo, Parton distributions based on a maximally consistent dataset, arXiv:1409.3029 [INSPIRE].
M. Cacciari, G.P. Salam and G. Soyez, The anti-k t jet clustering algorithm, JHEP 04 (2008) 063 [arXiv:0802.1189] [INSPIRE].
S. Frixione, Isolated photons in perturbative QCD, Phys. Lett. B 429 (1998) 369 [hep-ph/9801442] [INSPIRE].
R. Frederix et al., Four-lepton production at hadron colliders: aMC@NLO predictions with theoretical uncertainties, JHEP 02 (2012) 099 [arXiv:1110.4738] [INSPIRE].
H.-L. Lai et al., Uncertainty induced by QCD coupling in the CTEQ global analysis of parton distributions, Phys. Rev. D 82 (2010) 054021 [arXiv:1004.4624] [INSPIRE].
M. Krämer et al., Supersymmetry production cross sections in pp collisions at \( \sqrt{s}=7 \) TeV, arXiv:1206.2892 [INSPIRE].
C. Borschensky et al., Squark and gluino production cross sections in pp collisions at \( \sqrt{s} \) = 13, 14, 33 and 100TeV,Eur. Phys. J. C 74(2014) 3174 [arXiv:1407.5066] [INSPIRE].
W. Beenakker, R. Hopker, M. Spira and P.M. Zerwas, Squark and gluino production at hadron colliders, Nucl. Phys. B 492 (1997) 51 [hep-ph/9610490] [INSPIRE].
T. Plehn, http://www.thphys.uni-heidelberg.de/∼plehn/index.php?show=prospino&visible=tools
D. Bourilkov, R.C. Group and M.R. Whalley, LHAPDF: PDF use from the Tevatron to the LHC, hep-ph/0605240 [INSPIRE].
T. Sjöstrand, S. Mrenna and P.Z. Skands, A brief introduction to PYTHIA 8.1, Comput. Phys. Commun. 178 (2008) 852 [arXiv:0710.3820] [INSPIRE].
S. Alekhin et al., The PDF4LHC working group interim report, arXiv:1101.0536 [INSPIRE].
S. Dawson, A. Ismail and I. Low, Redux on “When is the top quark a parton?”, Phys. Rev. D 90 (2014) 014005 [arXiv:1405.6211] [INSPIRE].
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The NNPDF collaboration., Ball, R.D., Bertone, V. et al. Parton distributions for the LHC run II. J. High Energ. Phys. 2015, 40 (2015). https://doi.org/10.1007/JHEP04(2015)040
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DOI: https://doi.org/10.1007/JHEP04(2015)040