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Title: Validating predictions of unobserved quantities

Journal Article · · Computer Methods in Applied Mechanics and Engineering
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Sponsoring Organization:
USDOE National Nuclear Security Administration (NNSA)
Grant/Contract Number:
FC52-08NA28615
OSTI ID:
1255324
Journal Information:
Computer Methods in Applied Mechanics and Engineering, Journal Name: Computer Methods in Applied Mechanics and Engineering Vol. 283 Journal Issue: C; ISSN 0045-7825
Publisher:
ElsevierCopyright Statement
Country of Publication:
Netherlands
Language:
English
Citation Metrics:
Cited by: 40 works
Citation information provided by
Web of Science

References (15)

A Framework for Validation of Computer Models journal May 2007
Bayesian Model Assessment and Comparison Using Cross-Validation Predictive Densities journal October 2002
Constructing a logic of plausible inference: a guide to Cox’s theorem journal September 2003
A systematic approach to model validation based on Bayesian updates and prediction related rejection criteria journal May 2008
Elicitation of multivariate prior distributions: A nonparametric Bayesian approach journal July 2010
Virtual model validation of complex multiscale systems: Applications to nonlinear elastostatics journal November 2013
Bayesian Forecasting for Complex Systems Using Computer Simulators journal June 2001
Reliability of computational science journal January 2007
Data partition methodology for validation of predictive models journal December 2013
Bayesian calibration of computer models journal August 2001
A survey of cross-validation procedures for model selection journal January 2010
On the assessment of a Bayesian validation methodology for data reduction models relevant to shock tube experiments journal March 2012
Statistical Methods for Eliciting Probability Distributions journal June 2005
On goal-oriented error estimation for elliptic problems: application to the control of pointwise errors journal July 1999
On cross-validation of Bayesian models journal June 2001

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