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Implement Conway–Maxwell–Poisson likelihood #260

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ahwillia opened this issue Nov 2, 2024 · 0 comments
Open

Implement Conway–Maxwell–Poisson likelihood #260

ahwillia opened this issue Nov 2, 2024 · 0 comments

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@ahwillia
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ahwillia commented Nov 2, 2024

The Poisson distribution is limited to have mean = variance. Stevenson (2016) and Wei & Stevenson(2023) describe a nice alternative that could be incorporated into our GLM module.

There are some subtleties about how to implement this, but I have a prototype here: https://colab.research.google.com/drive/1iFAE1_QUCoFvyxlfyc14G9n4_G0vKRa0?usp=sharing

This would be a nice project for a new contributor.

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