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Sensitivity analysis methods in the biomedical sciences · Study

ReviewSensitivity analysis methods in the biomedical sciences

George Y. Qian2020

OA

Reviewgreen2020

Sensitivity analysis methods in the biomedical sciences

George Y. Qian · Adam Mahdi

168 citations·0/0 files stored·Mathematical Biosciences

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Probabilistic and Robust Engineering Design Mathematical and Theoretical Epidemiology and Ecology Models Gene Regulatory Network Analysis

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References

2018Correlation Coefficients: Appropriate Use and Interpretation 2000A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code 2007Global Sensitivity Analysis. The Primer 2001Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates 1991Factorial Sampling Plans for Preliminary Computational Experiments 2009Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index 1979Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code 2003Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems

Cited by

2022An efficient multi-fidelity Kriging surrogate model-based method for global sensitivity analysis 2021Comparing methods of randomizing Sobol′ sequences for improving uncertainty of metrics in variance-based global sensitivity estimation 2022Multi-method global sensitivity analysis of mathematical models 2022Global sensitivity analysis based on Gaussian‐process metamodelling for complex biomechanical problems

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2012Update 1 of: Sensitivity Analysis for Chemical Modelsreview · 21 shared references 2020An effective strategy for combining variance- and distribution-based global sensitivity analysisarticle · 19 shared references 2011From screening to quantitative sensitivity analysis. A unified approacharticle · 17 shared references 2020The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy supportarticle · 16 shared references 2012Sampling strategies in density-based sensitivity analysisarticle · 16 shared references 2019Certain trends in uncertainty and sensitivity analysis: An overview of software tools and techniquesarticle · 15 shared references

Details

Year2020

Typereview

Published2020-01-14

VenueMathematical Biosciences

ISSN-L0025-5564

Languageen

Citations168

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.1016/j.mbs.2020.108306

openalex_workW2999699150

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2022

Benchmarking Active Subspace methods of global sensitivity analysis against variance-based Sobol' and Morris methods with established test functions

2024Virtual model-aided reliability analysis considering material and geometrical uncertainties for elastic metamaterials