CDCgov / ww-inference-model

An in-development R package and a Bayesian hierarchical model jointly fitting multiple "local" wastewater data streams and "global" case count data to produce nowcasts and forecasts of both observations
https://cdcgov.github.io/ww-inference-model/
Apache License 2.0
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Specify all inputs to `generate_simulated_data()` or draw from prior as default #61

Open kaitejohnson opened 2 months ago

kaitejohnson commented 2 months ago

Goal

Right now, user can specify some key things but others are drawn from example_params.toml. For maximum flexibility of simulation studies, we might want to let the user vary any of the input parameters + model specifications. This would be easiest done if we set something up where all args are named, and if not named they by default are drawn from the prior.