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Categorical outcome support #79

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rachaelvp opened this issue Jan 15, 2022 · 1 comment
Open

Categorical outcome support #79

rachaelvp opened this issue Jan 15, 2022 · 1 comment

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@rachaelvp
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Does tmle3 support categorical outcomes? If not, can this be intercepted and and produce an error before fitting SL?

@jeremyrcoyle
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No parameters have been implemented that support categorical outcomes, but it’d be trivial to implement ATE or TSM generalizations for them. There’s nothing stopping you from fitting a likelihood with categorical nodes. The likelihood model doesn’t really have a concept of an outcome. That’s all up to the parameters.

I’m not sure where you could add a data type check as you’re suggesting.

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