Possible ways to test SimBiology model robustness
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I already tried adding noise to the experimental data; to test the model robustnessl. However, i am just wondering if there are other feasible way to check if a SimBiology built model is robust or not.
I will apprecite any idea on that. Thank you
Blessing.
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Arthur Goldsipe
2022-5-12
Can you say more about what you mean by robust? I'm not sure if it's relevant to you, but the SimBiology Model Analyzer supports both local and global sensitivity analysis, which can help you understand how a model might behave differently as you adjust the parameter values.
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Arthur Goldsipe
2022-5-16
The closest thing I can think of off the top of my head is cross-validation. Maybe you want to take a look at this page and see if anything looks useful.
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