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HHH4 endemic-epidemic model: allowing users to fit and forecast models that consider all series together, rather than independently. We may reuse this architecture for other joint modelling methods (@shandersk, see if this could help with LEMMA?)
R/joint.R, includingnew_joint_model()for specification,forecast_joint()for fitting and forecasting, and helperjoint_to_long()for formatting results.HHH4model, enabling it to work seamlessly with the package’s forecasting and reporting functions.vignettes/hhh4.Rmd) showing how to use HHH4.rlangand suggestsurveillance(required for HHH4).