#syntheticcontrol — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #syntheticcontrol, aggregated by home.social.
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After some nice #OpenSource collaboration, version 0.3.0 of the #rstats penalised #SyntheticControl package "pensynth" is now available on CRAN! :rstats:
https://cran.r-project.org/package=pensynth
Do you want to use the synthetic control method for #CausalInference with observational data? Try it out!
(⚡ It's faster than vanilla synthetic controls even without penalty)
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After some nice #OpenSource collaboration, version 0.3.0 of the #rstats penalised #SyntheticControl package "pensynth" is now available on CRAN! :rstats:
https://cran.r-project.org/package=pensynth
Do you want to use the synthetic control method for #CausalInference with observational data? Try it out!
(⚡ It's faster than vanilla synthetic controls even without penalty)
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New :rstats: package! For a project, I had to implement penalized synthetic control estimation, and I thought it would be nice to implement it "properly" so others could use it too.
https://github.com/vankesteren/pensynth
It also has a basic form of cross-validation to automatically determine the penalty parameter.
Feel free to try out / comment / collaborate! :air_quotes_left:
#rstats #statistics #economics #SyntheticControl #PolicyEvaluation #CausalInference
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New :rstats: package! For a project, I had to implement penalized synthetic control estimation, and I thought it would be nice to implement it "properly" so others could use it too.
https://github.com/vankesteren/pensynth
It also has a basic form of cross-validation to automatically determine the penalty parameter.
Feel free to try out / comment / collaborate! :air_quotes_left:
#rstats #statistics #economics #SyntheticControl #PolicyEvaluation #CausalInference
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They basically do the same that I did. They estimate a #SyntheticControl based on binary treatment classification of areas from where tests were dispatched to #Immensa lab.
Its funny how their and my figures a year later are so similar.
It highlights: data access is a key barrier as they had slightly better data. But this was entirely avoidable.
In fact, I did launch a #FreedomOfInformation #FOI request last year to request the data that the #UKHSA team was using...
Now that FOI...
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They basically do the same that I did. They estimate a #SyntheticControl based on binary treatment classification of areas from where tests were dispatched to #Immensa lab.
Its funny how their and my figures a year later are so similar.
It highlights: data access is a key barrier as they had slightly better data. But this was entirely avoidable.
In fact, I did launch a #FreedomOfInformation #FOI request last year to request the data that the #UKHSA team was using...
Now that FOI...
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@WeinbergEcon ahah that's fair. Well I also put #syntheticControl, long but unmistakable. The query is not producing much! Maybe some appropriate tags can help. @paulgp @johnholbein @marcfbellemare 🖖
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Alright tooter, here comes my first #EconTwitter question.
What is your favourite recent paper applying #SyntheticControl ?
I am currently reading Hansen & McNichols (2020) but am looking for more. Working on a synth project and want to see what's considered best practice in applied settings. Dw, I have the theory side covered!