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Counterfactual plot with staggered treatment periods #84

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zilunlin opened this issue Feb 27, 2023 · 0 comments
Open

Counterfactual plot with staggered treatment periods #84

zilunlin opened this issue Feb 27, 2023 · 0 comments

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@zilunlin
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Hi Yiqing,

Thank you for this very helpful package.
I have a slight issue when I'm plotting the counterfactual graphs. I have staggered treatment periods in 2010 and 2012. When I plot the counterfactuals, the time line seems to clump together. I have attached a screenshot comparing when I have staggered vs single treatment period:

(1) Staggered intervention
image

(2) Single intervention period
image

Could this be a problem with the realignment of treatment periods? This could explain the spike in the earliest pre-intervention periods.

I have also attached the panel view of the staggered intervention periods:
image

Please let me know if there's anything else you'd need from me.

All the best,
Zilun

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