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New validation metrics for models with multiple correlated responses · Study

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ArticleNew validation metrics for models with multiple correlated responses

Wei Li2014

Article2014

New validation metrics for models with multiple correlated responses

Wei Li · Wei Chen · Zhen Ming Jiang · Zhenzhou Lü · Yu Liu

62 citations·0/0 files stored·Reliability Engineering & System Safety

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Probabilistic and Robust Engineering Design Reliability and Maintenance Optimization Hydrology and Watershed Management Studies

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References

1989Design and Analysis of Computer Experiments 1978Statistics for experimenters. An introduction to design, data analysis, and model building.1979Statistics for Experimenters: An Introduction to Design, Data Analysis and Model Building.2010Verification and Validation in Scientific Computing 2011A comprehensive framework for verification, validation, and uncertainty quantification in scientific computing 2004Verification, validation, and predictive capability in computational engineering and physics 2006Measures of agreement between computation and experiment: Validation metrics 2006Goodness‐of‐fit Procedures for Copula Models Based on the Probability Integral Transformation

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2014A Bayesian statistical method for quantifying model form uncertainty and two model combination methods 2015Integrating Bayesian Calibration, Bias Correction, and Machine Learning for the 2014 Sandia Verification and Validation Challenge Problem 2020A model validation framework based on parameter calibration under aleatory and epistemic uncertainty 2019Validation and uncertainty quantification of multiphase-CFD solvers: A data-driven Bayesian framework supported by high-resolution experiments

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2016Validation metric based on Mahalanobis distance for models with multiple correlated responsesarticle · 10 shared references 2019Review of statistical model calibration and validation—from the perspective of uncertainty structuresarticle · 8 shared references 2015Integration of model verification, validation, and calibration for uncertainty quantification in engineering systemsarticle · 7 shared references 2015Model validation and calibration based on component functions of model outputarticle · 7 shared references 2015Separation of aleatory and epistemic uncertainty in probabilistic model validationarticle · 6 shared references 2020Stochastic analysis and validation under aleatory and epistemic uncertaintiesarticle · 6 shared references

Details

Year2014

Typearticle

Published2014-02-11

VenueReliability Engineering & System Safety

ISSN-L0951-8320

Languageen

Citations62

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.1016/j.ress.2014.02.002

openalex_workW1998354979

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2015Nonhierarchical multi‐model fusion using spatial random processes

2016Validation metric based on Mahalanobis distance for models with multiple correlated responses

2017A new method for model validation with multivariate output

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