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Allow VPC with new data #393

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billdenney opened this issue Aug 30, 2023 · 0 comments
Open

Allow VPC with new data #393

billdenney opened this issue Aug 30, 2023 · 0 comments

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@billdenney
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On occasion, I want to perform a VPC with new data (see certara/tidyvpc#35 (comment)). The current vpcSim() interface does not allow passing in data (when I tried adding events = newdata, I got an error of duplicated argument names).

I think that it would be useful to allow a VPC with new data for estimation of predictive power for a model in a new dataset. For similarity to other functions, I'd suggest that adding either a data argument (similar to nlmixr()) or adding a newdata argument (similar to predict()) would be the preferred interface. If not given, then the current behavior would be used.

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