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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Exploring scenarios for when IID inference model fails when compared to others #173

Open cbernalz opened 2 months ago

cbernalz commented 2 months ago

Goal

Find different situations when the IID correlation structure inference model in the spatial-wwinference model fails to fit simulated data well when we compare it to the exponential decay correlation structure inference model and the unstructured correlation structure inference model.

Requirements