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@ARTICLE{Bagnaschi:293097,
author = {Bagnaschi, Emanuele and Cacciari, Matteo and Guffanti,
Alberto and Jenniches, Laura},
title = {{A}n extensive survey of the estimation of uncertainties
from missing higher orders in perturbative calculations},
journal = {Journal of high energy physics},
volume = {2015},
number = {2},
issn = {1029-8479},
address = {Berlin},
publisher = {Springer},
reportid = {PUBDB-2016-00262, arXiv:1409.5036},
pages = {133},
year = {2015},
abstract = {We consider two approaches to estimate and characterise the
theoretical uncertainties stemming from the missing higher
orders in perturbative calculations in Quantum
Chromodynamics: the traditional one based on renormalisation
and factorisation scale variation, and the Bayesian
framework proposed by Cacciari and Houdeau. We estimate
uncertainties with these two methods for a comprehensive set
of more than thirty different observables computed in
perturbative Quantum Chromodynamics, and we discuss their
performance in properly estimating the size of the higher
order terms that are known. We find that scale variation
with the conventional choice of varying scales within a
factor of two of a central scale gives uncertainty intervals
that tend to be somewhat too small to be interpretable as
$68\%$ confidence-level-heuristic ones. We propose a
modified version of the Bayesian approach of Cacciari and
Houdeau which performs well for non-hadronic observables
and, after an appropriate choice of the relevant expansion
parameter for the perturbative series, for hadronic ones
too.},
cin = {T},
ddc = {530},
cid = {I:(DE-H253)T-20120731},
pnm = {611 - Fundamental Particles and Forces (POF3-611) / SFB 676
B08 - Globale SM + BSM Fits mit Resultaten vom LHC und
anderen Experimenten (B08) (87303299) / HIGGS@LHC - Search
and study of the Higgs bosons at the LHC (321133) /
LHCPHENONET - Advanced Particle Phenomenology in the LHC era
(264564)},
pid = {G:(DE-HGF)POF3-611 / G:(GEPRIS)87303299 /
G:(EU-Grant)321133 / G:(EU-Grant)264564},
experiment = {EXP:(DE-MLZ)NOSPEC-20140101},
typ = {PUB:(DE-HGF)29 / PUB:(DE-HGF)16},
eprint = {1409.5036},
howpublished = {arXiv:1409.5036},
archivePrefix = {arXiv},
SLACcitation = {$\%\%CITATION$ = $arXiv:1409.5036;\%\%$},
UT = {WOS:000350298100003},
doi = {10.1007/JHEP02(2015)133},
url = {https://bib-pubdb1.desy.de/record/293097},
}