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To cite this paper, please use the version on the arXiv: 2408.13414

Selecting fitted models under epistemic uncertainty

Abstract

Main

1. Introduction
2. Results
3. Discussion
4. Methods

Formal

Data availability
Acknowledgments
References

Supplementary

5. Supplementary Methods
6. Supplementary Results
7. Supplementary Discussion

Notebooks

Pedagogical figures
Code for comparing models of blackbody radiation
Code for comparing models of the pyloric circuit
Comparison with other criteria
Code: Aleatoric vs Sampling vs Replication uncertainty
MDL (minimum description length) utility functions

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By Alexandre René

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