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timeseries review with {fabletools} and extensions #126

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aspina7 opened this issue Jan 29, 2023 · 0 comments
Open

timeseries review with {fabletools} and extensions #126

aspina7 opened this issue Jan 29, 2023 · 0 comments
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@aspina7
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aspina7 commented Jan 29, 2023

Consider replacing {trending} given problems discussed in #89, and general package maintenance going forward.

The tidyverts family of packages (which includes {tsibble}) - have extension packages which allow for other models to be used together with {fable}, for example the {fable.tscount} package allows for using {tscount} neg bin and poisson models. (unclear whether the prediction interval is comparable though? need to check).
See wider discussion here.
This would also simplify the cross validation code substantially - with the potential for {caret} integration in the future.

Also check out the new addition of model based outlier() detection

@aspina7 aspina7 self-assigned this Jan 29, 2023
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