Matches in SemOpenAlex for { <https://semopenalex.org/work/W2002600044> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W2002600044 endingPage "1172" @default.
- W2002600044 startingPage "1165" @default.
- W2002600044 abstract "Monte Carlo simulation has become the accepted method for propagating parameter uncertainty through risk models. It is widely appreciated, however, that correlations between input variables must be taken into account if models are to deliver correct assessments of uncertainty in risk. Various two‐stage methods have been proposed that first estimate a correlation structure and then generate Monte Carlo simulations, which incorporate this structure while leaving marginal distributions of parameters unchanged. Here we propose a one‐stage alternative, in which the correlation structure is estimated from the data directly by Bayesian Markov Chain Monte Carlo methods. Samples from the posterior distribution of the outputs then correctly reflect the correlation between parameters, given the data and the model. Besides its computational simplicity, this approach utilizes the available evidence from a wide variety of structures, including incomplete data and correlated and uncorrelated repeat observations. The major advantage of a Bayesian approach is that, rather than assuming the correlation structure is fixed and known, it captures the joint uncertainty induced by the data in all parameters, including variances and covariances, and correctly propagates this through the decision or risk model. These features are illustrated with examples on emissions of dioxin congeners from solid waste incinerators." @default.
- W2002600044 created "2016-06-24" @default.
- W2002600044 creator A5006410830 @default.
- W2002600044 creator A5071849849 @default.
- W2002600044 date "2003-12-01" @default.
- W2002600044 modified "2023-09-27" @default.
- W2002600044 title "Correlations Between Parameters in Risk Models: Estimation and Propagation of Uncertainty by Markov Chain Monte Carlo" @default.
- W2002600044 cites W1583274184 @default.
- W2002600044 cites W1964859318 @default.
- W2002600044 cites W1966667526 @default.
- W2002600044 cites W1976411104 @default.
- W2002600044 cites W1980187445 @default.
- W2002600044 cites W1994665973 @default.
- W2002600044 cites W2025064866 @default.
- W2002600044 cites W2036281406 @default.
- W2002600044 cites W2048694777 @default.
- W2002600044 cites W2066538360 @default.
- W2002600044 cites W2068177843 @default.
- W2002600044 cites W2079248362 @default.
- W2002600044 cites W2083875149 @default.
- W2002600044 cites W2086052620 @default.
- W2002600044 cites W2119775895 @default.
- W2002600044 cites W2127750126 @default.
- W2002600044 cites W2135395636 @default.
- W2002600044 cites W2148005287 @default.
- W2002600044 cites W2161291623 @default.
- W2002600044 cites W2161300881 @default.
- W2002600044 cites W2479390720 @default.
- W2002600044 cites W3159971645 @default.
- W2002600044 cites W4232980790 @default.
- W2002600044 cites W4240278298 @default.
- W2002600044 cites W4243049087 @default.
- W2002600044 cites W4249731213 @default.
- W2002600044 doi "https://doi.org/10.1111/j.0272-4332.2003.00386.x" @default.
- W2002600044 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/14641891" @default.
- W2002600044 hasPublicationYear "2003" @default.
- W2002600044 type Work @default.
- W2002600044 sameAs 2002600044 @default.
- W2002600044 citedByCount "27" @default.
- W2002600044 countsByYear W20026000442012 @default.
- W2002600044 countsByYear W20026000442013 @default.
- W2002600044 countsByYear W20026000442014 @default.
- W2002600044 countsByYear W20026000442016 @default.
- W2002600044 countsByYear W20026000442017 @default.
- W2002600044 countsByYear W20026000442018 @default.
- W2002600044 countsByYear W20026000442019 @default.
- W2002600044 countsByYear W20026000442023 @default.
- W2002600044 crossrefType "journal-article" @default.
- W2002600044 hasAuthorship W2002600044A5006410830 @default.
- W2002600044 hasAuthorship W2002600044A5071849849 @default.
- W2002600044 hasConcept C105795698 @default.
- W2002600044 hasConcept C107673813 @default.
- W2002600044 hasConcept C111350023 @default.
- W2002600044 hasConcept C121332964 @default.
- W2002600044 hasConcept C121864883 @default.
- W2002600044 hasConcept C122123141 @default.
- W2002600044 hasConcept C13153151 @default.
- W2002600044 hasConcept C149782125 @default.
- W2002600044 hasConcept C165216359 @default.
- W2002600044 hasConcept C19499675 @default.
- W2002600044 hasConcept C33923547 @default.
- W2002600044 hasConcept C37669827 @default.
- W2002600044 hasConcept C41008148 @default.
- W2002600044 hasConceptScore W2002600044C105795698 @default.
- W2002600044 hasConceptScore W2002600044C107673813 @default.
- W2002600044 hasConceptScore W2002600044C111350023 @default.
- W2002600044 hasConceptScore W2002600044C121332964 @default.
- W2002600044 hasConceptScore W2002600044C121864883 @default.
- W2002600044 hasConceptScore W2002600044C122123141 @default.
- W2002600044 hasConceptScore W2002600044C13153151 @default.
- W2002600044 hasConceptScore W2002600044C149782125 @default.
- W2002600044 hasConceptScore W2002600044C165216359 @default.
- W2002600044 hasConceptScore W2002600044C19499675 @default.
- W2002600044 hasConceptScore W2002600044C33923547 @default.
- W2002600044 hasConceptScore W2002600044C37669827 @default.
- W2002600044 hasConceptScore W2002600044C41008148 @default.
- W2002600044 hasIssue "6" @default.
- W2002600044 hasLocation W20026000441 @default.
- W2002600044 hasLocation W20026000442 @default.
- W2002600044 hasOpenAccess W2002600044 @default.
- W2002600044 hasPrimaryLocation W20026000441 @default.
- W2002600044 hasRelatedWork W1526488073 @default.
- W2002600044 hasRelatedWork W1568390432 @default.
- W2002600044 hasRelatedWork W2004672147 @default.
- W2002600044 hasRelatedWork W2021233158 @default.
- W2002600044 hasRelatedWork W2040790268 @default.
- W2002600044 hasRelatedWork W2077793638 @default.
- W2002600044 hasRelatedWork W2108651330 @default.
- W2002600044 hasRelatedWork W2137971290 @default.
- W2002600044 hasRelatedWork W2888194917 @default.
- W2002600044 hasRelatedWork W4289673877 @default.
- W2002600044 hasVolume "23" @default.
- W2002600044 isParatext "false" @default.
- W2002600044 isRetracted "false" @default.
- W2002600044 magId "2002600044" @default.
- W2002600044 workType "article" @default.