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Apologies if I am annoying, but something I did not think about when discussing the package title last time (#72) is that the term "hierarchical nowcasting" is ambiguous. We are here referring to "hie…
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**Describe the bug**
Together with @pranavvp16, we found that it seems that there are no tests that are using RangeIndex as time column for GlobalForecasters. I suppose that this claim is also valid …
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We should write up a math definition of terms/tasks: grouped forecasting, hierarchical forecasting, panel forecasting, global forecasting.
There is some ambiguitiy on meaning, and some of these may…
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`sktime` features for hierarchical and panel time series forecasting have progressed a bit since we presented our initial tutorial at pydata Berlin 2022.
It would be nice if some of the newer featu…
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Hi, I am reposting this issue on GitHub, with a more complete example, as I suspect it might not be related to the data being used or code mistakes.
I am trying to perform Hierarchical Forecasting…
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**Is your feature request related to a problem? Please describe.**
This issue focusses on the pandas allowed mtypes.
It can be good to allow and enforce pandas series mtype for all kinds of univaria…
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**Describe the bug**
When fitting a PyTorch forecasting model on data with multiIndex, the values passed to predict needs also be MultiIndex data.
However, I think this is not necessary and even a b…
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The `Base predictions` and `Reconciliation` sections don't have a complete explanation of the hierarchical reconciliation methodology. Ideas to improve those sections:
Base predictions:
- Define w…
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Extend the current GP functionality to be locally stationary by using a patch based approach of stationary Gps with the GP parameters being related with hierarchical distributions. The main issue with…
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https://www.researchgate.net/publication/361359349_PROFHIT_Probabilistic_Robust_Forecasting_for_Hierarchical_Time-series/fulltext/62ac06ed40d84c1401b09d63/PROFHIT-Probabilistic-Robust-Forecasting-for-…