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Make use of new pm.Censored in notebooks about censored data #261

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ricardoV94 opened this issue Jan 4, 2022 · 2 comments
Closed

Make use of new pm.Censored in notebooks about censored data #261

ricardoV94 opened this issue Jan 4, 2022 · 2 comments
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@ricardoV94
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Notebook title:

  • Censored Data Models
  • Bayesian regression with truncated or censored data

Notebook url:

Issue description

After pymc-devs/pymc#5169 we will have native Censored distributions in PyMC. The examples should be updated to make use of them.

The workflow in the second notebook is actually being used as the test for the Censored distributions in: https://github.com/pymc-devs/pymc/blob/d9e7db08ef368981be83bb2c9aba824da92be856/pymc/tests/test_distributions.py#L3281-L3322

Truncated distributions will only come later after aesara-devs/aeppl#96, but then we should re-update the notebooks to make use of them.

@OriolAbril
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Cc @drbenvincent

@drbenvincent
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Happy for you to assign this to me @OriolAbril

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