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
Currently the stan model/ preprocessing can handle this (as we did this in practice last year to exclude specific days of data), however we set up a very strict structure for assert_daily_data() which checks that all days are present in the date vector of the admits data. We should relax this a bit so that there can be some amount of missingness in the admissions.
Goal
Currently the stan model/ preprocessing can handle this (as we did this in practice last year to exclude specific days of data), however we set up a very strict structure for
assert_daily_data()which checks that all days are present in the date vector of the admits data. We should relax this a bit so that there can be some amount of missingness in the admissions.