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Missing data about pysustain HOT 5 CLOSED

ucl-pond avatar ucl-pond commented on July 18, 2024
Missing data

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Comments (5)

ayoung11 avatar ayoung11 commented on July 18, 2024

SuStaIn doesn't handle missing data at the moment, I have an idea about one way to go about it but it needs testing first

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noxtoby avatar noxtoby commented on July 18, 2024

Yeah, I had a think about how to do it without biassing the model, but it's not as straightforward as it is for the EBM.

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armaneshaghi avatar armaneshaghi commented on July 18, 2024

I close this as we have ongoing work on missing variable analysis in SuStaIn at the POND group, to be introduced later.

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d-morrison avatar d-morrison commented on July 18, 2024

Any updates on handling missing data?

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noxtoby avatar noxtoby commented on July 18, 2024

@d-morrison — see ZScoreSustainMissingData if using the z score model. If using mixture SustaIn, then you have to handle missing data yourself when calculating the event likelihoods that go into pySuStaIn.

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