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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Vignette showing how to evaluate the added value of data #137

Open kaitejohnson opened 1 month ago

kaitejohnson commented 1 month ago

Goal

@ChiragKumar9 suggested it would be nice to show how to evaluate the added benefit of extra sites, frequency of collection, latency etc since this might be an interesting analysis for someone to do to optimize their wastewater program. Could also include something showing how to modify different priors/parameters and seeing how that impacts forecasts (@akeyel also suggested something like this). Might need to be two vignettes