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

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 – large sample asymptotics
Comparison with other criteria – inconclusive data
Implementations of common model comparison criteria
MDL (minimum description length) utility functions
Aleatoric vs Sampling vs Replication uncertainty
Effect of \(c\) on the \(R\)-distributions in the Prinz model
Effect of \(c\) on calibration curves
Rejection probability is not predicted by loss distribution
Task definition for testing using the \(Q\) distribution for model comparison

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By Alexandre René

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