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Selecting fitted models under epistemic uncertainty
Abstract
Main
1. Introduction
2. Results
3. Discussion
4. Methods
4.1. Poisson noise model for black body radiation observations
4.2. Neuron model
4.4. Construction of an
\(R\)
-distribution from an HB process 𝒬
4.5. Calibration for the neural response model
4.6. The hierarchical beta process
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
Index