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Add metrics for probabilistic outputs #884

@sgreenbury

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@sgreenbury

Implementing the following probabilistic metrics would be useful to enable the performance of an emulator's UQ to be quantified.

As mentioned in #517, the following could be good to start:

  • CRPS
  • Coverage metrics (e.g. proportion times interval captures GT)

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    UQRelated to uncertainty quantificationenhancementNew feature or requestpriorityHigh priority items to work on in the near term

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