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Add combine function #557

Merged
merged 1 commit into from
Oct 5, 2024
Merged

Add combine function #557

merged 1 commit into from
Oct 5, 2024

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aloctavodia
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This function combines previously elicited PreliZ distribution into a single distribution. It uses MLE and weighted samples from the previous elicited distribution. The result IS NOT A MIXTURE distribution, is a single distribution that better matches the weighted sample.

This also introduces small improvements to pz.mle:

  • Warning message if no distribution was fitted.
  • A note in the docstring about the use of AIC
  • improve tests

@aloctavodia aloctavodia marked this pull request as ready for review October 4, 2024 14:14
@aloctavodia aloctavodia merged commit 2eded8d into arviz-devs:main Oct 5, 2024
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@aloctavodia aloctavodia deleted the combine branch October 5, 2024 11:45
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