Comments (2)
A simple way to do this is to only allow non-parametric hazards to be set across all reference dates. This would mean having a design matrix with rows equal to the maximum allowed delay and arbitary feature. This vector of delays could then be exposed to the user to enable them to build models. The features exposed would need to be those that do not vary with time.
This formulation of the model, whilst limited, is comparable to what others have implemented and use. It may be possible to extend it in the future with additional complexity.
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I've planned out how to implement this feature in branch seabbs/issue4
with a view to implementing a prototype in the next few months.
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Related Issues (20)
- Comments on `germany-age-stratified-nowcasting.Rmd` HOT 3
- Comments on `README.Rmd` HOT 3
- Schematic for `model.Rmd` HOT 5
- Check documentation of supported input types and standardise
- Check documentation of outputs
- Split `model.Rmd` vignette into separate vignettes
- Switch to using cmdatanr to expose Stan functions to R HOT 1
- README equation rendering HOT 8
- README citation rendering
- Model initialisation issues due to a cmdstan update
- Model compilation failing on Windows in CI HOT 2
- Improve documentation of discrete distributions HOT 3
- Improve documentation for enw_preprocess_data HOT 2
- epinowcast error when multiple time series are used: Mismatch in dimension declared and found in context; HOT 3
- Add support for a gamma Poisson mixture observation model
- Add support for a normal observation model
- Add support for using NA to indicate skipping a term from the likelihood
- Explore the use of the stan transformation functions HOT 1
- Improve discretisation
- Getting help with stan vignette
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