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Create and name a subclass of RandomVariable to represent differenced timeseries #214

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dylanhmorris opened this issue Jun 25, 2024 · 2 comments
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pyrenew related to pyrenew internals

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@dylanhmorris
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Motivation

Classes like FirstDifferenceARProcess below could be created by composing a representation of the differencing with a representation of the underlying timeseries of $n^\mathrm{th}$ differences.

https://github.com/CDCgov/multisignal-epi-inference/blob/99cdf4272358d80966ce92007d896245d53d59e2/model/src/pyrenew/process/firstdifferencear.py#L12-L17

Steps

  • Choose a name for the class.
  • Implement it.
  • Reimplement the existing FirstDifferenceARProcess using it
@dylanhmorris dylanhmorris changed the title Create an name a subclass of RandomVariable to represent differenced timeseries Create and name a subclass of RandomVariable to represent differenced timeseries Jun 26, 2024
@dylanhmorris
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Going to wait for #215 as it bears upon this.

@damonbayer damonbayer added the pyrenew related to pyrenew internals label Jul 12, 2024
@damonbayer
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Closed in #380

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Labels
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