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This got me thinking, is this used in supply chain problems?

hmm, I don't think I'm familiar with the kind of problems you might be thinking about. Care to share an example?

Specifically for demand forecasting for example. I have seen lots of issues with missing data, and this seems to elegantly tackle it.