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Replacement logistic regression notebook #348

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drbenvincent opened this issue Jun 1, 2022 · 0 comments
Open

Replacement logistic regression notebook #348

drbenvincent opened this issue Jun 1, 2022 · 0 comments
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proposal New notebook proposal still up for discussion

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@drbenvincent
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We recently decided to remove a logistic regression notebook #82 because it had very high overlap with a Bambi example (https://bambinos.github.io/bambi/main/notebooks/model_comparison.html) and only had the Bambi code.

There is obviously still scope for a logistic regression notebook, but in line with comment by @aloctavodia (#82 (comment)) we should make this example:

  • Focus on PyMC code (not rely on Bambi)
  • Provide a link to relevant Bambi examples/docs
  • Focus on explanation + visualisation
  • A suggestion here would be to focus on setting priors and how that can lead to unintuitive prior predictions. (Similar to what @AlexAndorra does in a private PyMC Labs workshop notebook)
@drbenvincent drbenvincent added the proposal New notebook proposal still up for discussion label Jun 1, 2022
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