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alexpghayes avatar alexpghayes commented on September 12, 2024

Maybe we should switch the name of the edge distribution to "approximately-bernoulli" then too? And switch from an error to a warning? Does that sound good to you?

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karlrohe avatar karlrohe commented on September 12, 2024

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alexpghayes avatar alexpghayes commented on September 12, 2024

We can do things on a model by model basis. I think it makes sense to leave the error for model where the approximation is exact (i.e. above).

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karlrohe avatar karlrohe commented on September 12, 2024

But my probabilities weren't greater than one.... it only happens because of the -log(1-p) needed to inflate the Poisson probabilities... so that after thresholding, we get Bernoulli( p)

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karlrohe avatar karlrohe commented on September 12, 2024

So, the check should go before the -log(1-p)

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alexpghayes avatar alexpghayes commented on September 12, 2024

Ah I should move this code out of the SBM model and into the general factor model constructors.

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alexpghayes avatar alexpghayes commented on September 12, 2024

General solution in #29

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