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External Probabilistic forecasts Reconciliation #2

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Manjubn777 opened this issue Aug 3, 2022 · 2 comments
Open

External Probabilistic forecasts Reconciliation #2

Manjubn777 opened this issue Aug 3, 2022 · 2 comments
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enhancement New feature or request

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@Manjubn777
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Hi Team,
Currently, I am working on Probabilistic forecasts reconciliation for my one of use case, could not find any packages so would like to know If this package provides the functionality of external probabilistic forecasts reconciliation. I appreciate your quick response to my inquiry for information.

@AngelPone
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AngelPone commented Sep 1, 2022

@Manjubn777 probabilistic forecast reconciliation is in our roadmap but it can not be implemented in a short time. I suggest you referring to R package ProbReco for a quick solution.

@AngelPone AngelPone added the enhancement New feature or request label Sep 1, 2022
@AngelPone
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AngelPone commented Sep 1, 2022

If you are familiar with probabilistic forecasting with Python, you can sample from the forecast density and use point reconciliation method (e.g., OLS, MinT) to reconcile each sample. It gives samples of reconciled probabilistic forecasts.

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