amarquand / PCNtoolkit

Toolbox for normative modelling and spatial inference of neuroimaging data. https://pcntoolkit.readthedocs.io/en/latest/
GNU General Public License v3.0
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Compute epistemic uncertainty for quantiles #198

Open AuguB opened 8 months ago

AuguB commented 8 months ago

In addition to providing the centiles, the evaluate function should also output the eptistemic uncertainty about those centiles. In the case of HBR, it is clear that the variance along the chain can be taken as the epistemic uncertainty. We need to come up with a universal measure that can be implemented for HBR, BLR, and GPR.