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Times series data #12

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go-bayes opened this issue Mar 1, 2021 · 2 comments
Open

Times series data #12

go-bayes opened this issue Mar 1, 2021 · 2 comments
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enhancement New feature or request

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@go-bayes
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go-bayes commented Mar 1, 2021

Is it possible to specify a group-level factor? For example, imagine repeated measures with missing observations. Thanks for all the work in this package.

edit I see you cover this on p.32 -- the answer is "no but... " -- would be great to see this as a feature if possible, one day...

@tsrobinson
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Hi @go-bayes -- thanks for raising this issue. I'll keep it open because it's definitely something we are actively considering adding to MIDAS.

One solution we are toying with here is to add recurrent neural network cells that would allow us to model states, and therefore explicitly model sequences/time series data.

@tsrobinson tsrobinson added the enhancement New feature or request label Mar 1, 2021
@go-bayes
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go-bayes commented Mar 1, 2021

Awesome, you folks are great -- really grateful for all your work here -- thank you!

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