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[AutoCES] Add external regressors support #709

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juanitorduz opened this issue Nov 24, 2023 · 8 comments
Open

[AutoCES] Add external regressors support #709

juanitorduz opened this issue Nov 24, 2023 · 8 comments

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@juanitorduz
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juanitorduz commented Nov 24, 2023

Description

Id woulr be great to allow AutoCES support external regressors.According to the paper in the doc strings https://onlinelibrary.wiley.com/doi/full/10.1002/nav.22074 it is possible:

The state space form (8) permits extending CES in a similar ways to ETS to include additional states for seasonality or exogenous variables.

@juanitorduz
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BTW I wanted to join the Slack channel to ask the question, but I need a Nixtla email (🙈 ). Can you open this to the public eventually?

@jmoralez
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Hey @juanitorduz, thanks for raising this. We're going to do just that in the following weeks (adding the extra column). I believe this is the same as #669.

Which link did you use to join the slack? It should be open for everyone.

@juanitorduz
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When creating an issue and trying > Ask a question or get support

@juanitorduz
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But also, does AutoCES support external regressors? 🤗

@jmoralez
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Can you try this one: https://join.slack.com/t/nixtlaworkspace/shared_invite/zt-135dssye9-fWTzMpv2WBthq8NK0Yvu6A?

does AutoCES support external regressors?

Not at the moment, sorry. I think we can turn this issue into a feature request for that.

@juanitorduz juanitorduz changed the title [Question] Does AutoCES support external regressors? Add AutoCES` support external regressors? Nov 24, 2023
@juanitorduz
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Thanks! I just changed the description!

@GGA-PERSO
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hello @jmoralez @mergenthaler

image
What is the list of models supporting exogenous regressors ?
I thought it was only Arima ?

Thank you in advance for the clarification

@jmoralez jmoralez changed the title Add AutoCES` support external regressors? Add external regressors support for AutoCES Nov 28, 2023
@jmoralez
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Hey @GGA-PERSO. Yes, it's only ARIMA and AutoRegressive, so if you use one of those as the trend forecaster for MSTL it can use exogenous features.

@jmoralez jmoralez changed the title Add external regressors support for AutoCES [AutoCES] Add external regressors support Nov 28, 2023
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