Business question: What are your practices for using the BG/NBD model in terms of size of training, and how you scale to larger datasets?

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There’s a list of conjugate prior distributions in this Wikipedia article:

You can review the modeling assumptions for BG/NBD and Pareto/NBD in their respective papers

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