Describing Uncertainty in
Bayesian
bacterial inactivation
global regression model
predictive microbiology
uncertainty
Journal
Frontiers in microbiology
ISSN: 1664-302X
Titre abrégé: Front Microbiol
Pays: Switzerland
ID NLM: 101548977
Informations de publication
Date de publication:
2019
2019
Historique:
received:
08
04
2019
accepted:
12
09
2019
entrez:
5
11
2019
pubmed:
5
11
2019
medline:
5
11
2019
Statut:
epublish
Résumé
Uncertainty analysis is the process of identifying limitations in scientific knowledge and evaluating their implications for scientific conclusions. In the context of microbial risk assessment, the uncertainty in the predicted microbial behavior can be an important component of the overall uncertainty. Conventional deterministic modeling approaches which provide point estimates of the pathogen's levels cannot quantify the uncertainty around the predictions. The objective of this study was to use Bayesian statistical modeling for describing uncertainty in predicted microbial thermal inactivation of
Identifiants
pubmed: 31681187
doi: 10.3389/fmicb.2019.02239
pmc: PMC6798057
doi:
Types de publication
Journal Article
Langues
eng
Pagination
2239Informations de copyright
Copyright © 2019 Koyama, Aspridou, Koseki and Koutsoumanis.
Références
Int J Food Microbiol. 2009 May 31;131(2-3):112-9
pubmed: 19239977
Int J Food Microbiol. 2003 Mar 15;81(2):87-104
pubmed: 12457583
Food Microbiol. 2015 Feb;45(Pt B):216-21
pubmed: 25500387
J Food Prot. 2004 Mar;67(3):463-9
pubmed: 15035358
EFSA J. 2018 Jan 24;16(1):e05122
pubmed: 32625670
Int J Food Microbiol. 2005 Apr 15;100(1-3):67-76
pubmed: 15854693
Int J Food Microbiol. 2011 Jan 5;144(3):413-20
pubmed: 21111502
J Food Prot. 2007 Dec;70(12):2811-8
pubmed: 18095435
Food Res Int. 2019 Sep;123:590-600
pubmed: 31285008
J Theor Biol. 2019 May 21;469:172-179
pubmed: 30831174
Appl Environ Microbiol. 2007 Jan;73(1):250-8
pubmed: 17098926
Risk Anal. 2003 Feb;23(1):179-97
pubmed: 12635732
Int J Food Microbiol. 2002 Mar;73(2-3):297-304
pubmed: 11934037
Int J Food Microbiol. 2010 Aug 15;142(1-2):25-35
pubmed: 20576304
Appl Environ Microbiol. 2001 Sep;67(9):4128-36
pubmed: 11526015
Int J Food Microbiol. 2006 Feb 1;106(2):195-208
pubmed: 16216374
Food Microbiol. 2011 Apr;28(2):311-20
pubmed: 21315989