Approximate NLO Parton Distribution Functions with Theoretical Uncertainties: MSHT20aNLO PDFs
arXiv:2207.04739 · doi:10.1140/epjc/s10052-023-11236-0
Abstract
We present the first global analysis of parton distribution functions (PDFs) at approximate NLO in the strong coupling constant , extending beyond the current highest NNLO achieved in PDF fits. To achieve this, we present a general formalism for the inclusion of theoretical uncertainties associated with the perturbative expansion in the strong coupling. We demonstrate how using the currently available knowledge surrounding the next highest order (NLO) in can provide consistent, justifiable and explainable approximate NLO (aNLO) PDFs. This includes estimates for uncertainties due the the currently unknown NLO ingredients, but also implicitly some missing higher order uncertainties (MHOUs) beyond these. Specifically, we approximate the splitting functions, transition matrix elements, coefficient functions and -factors for multiple processes to NLO. Crucially, these are constrained to be consistent with the wide range of already available information about NLO to match the complete result at this order as accurately as possible. Using this approach we perform a fully consistent approximate NLO global fit within the MSHT framework. This relies on an expansion of the Hessian procedure used in previous MSHT fits to allow for sources of theoretical uncertainties. These are included as nuisance parameters in a global fit, controlled by knowledge and intuition based prior distributions. We analyse the differences between our aNLO PDFs and the standard NNLO PDF set, and study the impact of using aNLO PDFs on the LHC production of a Higgs boson at this order. Finally, we provide guidelines on how these PDFs should be be used in phenomenological investigations.
157 pages, 51 figures, 21 tables. Updated LHAPDF Grids available which include a correction of a minor bug in the non-singlet splitting function leading to very small changes in fit quality and PDFs, but with no significant changes to any results or conclusions. Published version
References in corpus (12)
- Parton distributions for the LHC
- LHAPDF6: parton density access in the LHC precision era
- Mellin Moments of the {)} Heavy Flavor Contributions to unpolarized Deep-Inelastic Scattering at and Anomalous Dimensions
- Two-loop soft anomalous dimensions and NNLL resummation for heavy quark production
- Four-Loop Non-Singlet Splitting Functions in the Planar Limit and Beyond
- The 3-Loop Non-Singlet Heavy Flavor Contributions and Anomalous Dimensions for the Structure Function and Transversity
- The 3-Loop Pure Singlet Heavy Flavor Contributions to the Structure Function and the Anomalous Dimension
- The three-loop unpolarized and polarized non-singlet anomalous dimensions from off shell operator matrix elements
- The O(α_s^3 T_F^2) Contributions to the Gluonic Operator Matrix Element
- Updated Higgs cross section at approximate NLO
- Phenomenology of NNLO jet production at the LHC and its impact on parton distributions
- An investigation of the and heavy quark mass dependence in the MSHT20 global PDF analysis
Cited by in corpus (46)
- 50 Years of Quantum Chromodynamics
- Neutrino Structure Functions from GeV to EeV Energies
- Parton distributions with scale uncertainties: a MonteCarlo sampling approach
- The contribution to the non-singlet splitting function at four-loop order
- Complete contributions to four-loop pure-singlet splitting functions
- High-energy QCD dynamics from bottom flavor fragmentation at the Hi-Lumi LHC
- Drell-Yan Transverse-Momentum Spectra at NLL and Approximate NLL with SCETlib
- Bottomoniumlike states in proton collisions: Fragmentation and resummation
- High-energy neutrino deep inelastic scattering cross sections
- Impact of Inclusive Electron Ion Collider Data on Collinear Parton Distributions
- Stairway to discovery: a report on the CMS programme of cross section measurements from millibarns to femtobarns
- A precise measurement of the Z-boson double-differential transverse momentum and rapidity distributions in the full phase space of the decay leptons with the ATLAS experiment at = 8 TeV
- An FONLL prescription with coexisting flavor number PDFs
- Combining QED and Approximate NLO QCD Corrections in a Global PDF Fit: MSHT20qed_an3lo PDFs
- Fragmentation Functions of Charged Hadrons at Next-to-Next-to-Leading Order and Constraints on the Proton Parton Distribution Functions
- A Stress Test of Global PDF Fits: Closure Testing the MSHT PDFs and a First Direct Comparison to the Neural Net Approach
- Fragmentation of fully heavy tetraquarks: The TQ4Q1.1 functions as a case study
- Matching generalised transverse-momentum-dependent distributions onto generalised parton distributions at one loop
- NNLO PDFs driven by top-quark data
- Unwinding the rare sector: Fragmentation of fully charmed baryons from HL-LHC to FCC
- A Phenomenological Analysis of LHC Neutrino Scattering at NLO Accuracy Matched to Parton Showers
- Electroweak, QCD and flavour physics studies with ATLAS data from Run 2 of the LHC
- Soft-gluon corrections in production
- Pseudoscalar heavy-quarkonium hadroproduction from nonrelativistic fragmentation at NLL/NLO
- Les Houches 2023 -- Physics at TeV Colliders: Report on the Standard Model Precision Wishlist
- Robust estimates of theoretical uncertainties at fixed-order in perturbation theory
- disorder: Deep inelastic scattering at high orders
- Benchmark of deep-inelastic-scattering structure functions at
- Combination of aNLO PDFs and implications for Higgs production cross-sections at the LHC
- Tetraquark-Jet Systems at the High-Luminosity LHC
- Deep-Inelastic Scattering at TeV Energies with LHC Muons
- General mass variable flavor number scheme for boson production in association with a heavy quark at hadron colliders
- NLO soft-gluon corrections in single-particle-inclusive kinematics and production
- Resummation for -channel single-top production
- Analysis of HERA data with a PDF parametrization inspired by quantum statistical mechanics
- Next-to-leading order evolution of structure functions without PDFs
- Higgs production via vector-boson fusion at the LHC
- Determination of proton PDF uncertainties with Markov chain Monte Carlo
- All-charm tetraquarks at hadron colliders: A high-precision fragmentation perspective
- Valence Quark PDFs of the Proton from Two-Current Correlations in Lattice QCD
- QCD analysis of structure functions in deep-inelastic scattering: Mellin transform by Gegenbauer polynomial up to NLO approximation
- Parametrization of zero-skewness unpolarized GPDs
- Falsifiable analog model predictions of mass in CDF II and ATLAS
- Assessing the Impact of Fitting Methodology at aNLO with FPPDF: an Open Source Tool for Extracting Parton Distribution Functions in the Hessian Approach
- Higher-order soft and virtual corrections in production at the LHC
- Global Analyses of Generalized Parton Distributions with Diverse PDF Inputs