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Re: Clustered Standard Errors [message #22281 is a reply to message #22277]

Tue, 23 February 2021 12:12

analyst_till
Messages: 10
Registered: January 2021

Member

Yes, the above described situation fits my case and I understand why we adjust for the sampling design.

My confusion was more specifically about at what level I should cluster standard errors. Abadie et al. (2017) argue that clustering SEs is justified either by the sampling design (the case for DHS), or by the experimental design, when clusters of units are assigned to the treatment.

For my analysis the latter case also applies, since districts were assigned to the programme I evaluate. Therefore, I was wondering whether sampling process or experimental design have to be addressed in the first place.
So, I guess it is the sampling design that has to be addressed in the first place, as you mentioned, and therefore standard errors should be clustered at PSU-level here.

Thanks a lot for your help again!

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[Message index]

		Clustered Standard Errors By: cbdolan on Thu, 25 February 2016 13:10
		Re: Clustered Standard Errors By: Bridgette-DHS on Wed, 02 March 2016 11:57
		Re: Clustered Standard Errors By: analyst_till on Wed, 03 February 2021 11:09
		Re: Clustered Standard Errors By: Bridgette-DHS on Fri, 05 February 2021 09:32
		Re: Clustered Standard Errors By: analyst_till on Fri, 05 February 2021 11:01
		Re: Clustered Standard Errors By: Bridgette-DHS on Mon, 08 February 2021 08:17
		Re: Clustered Standard Errors By: analyst_till on Tue, 09 February 2021 05:04
		Re: Clustered Standard Errors By: Bridgette-DHS on Tue, 09 February 2021 08:49
		Re: Clustered Standard Errors By: analyst_till on Tue, 09 February 2021 12:24
		Re: Clustered Standard Errors By: Bridgette-DHS on Wed, 17 February 2021 09:00
		Re: Clustered Standard Errors By: analyst_till on Mon, 22 February 2021 09:50
		Re: Clustered Standard Errors By: Bridgette-DHS on Tue, 23 February 2021 07:08
		Re: Clustered Standard Errors By: analyst_till on Tue, 23 February 2021 12:12
		Re: Clustered Standard Errors By: analyst_till on Wed, 24 February 2021 08:09
		Re: Clustered Standard Errors By: Bridgette-DHS on Wed, 24 February 2021 09:01
		Re: Clustered Standard Errors By: analyst_till on Wed, 24 February 2021 09:42
		Re: Clustered Standard Errors By: Bridgette-DHS on Wed, 24 February 2021 10:09
		Re: Clustered Standard Errors By: analyst_till on Wed, 24 February 2021 10:38
		Re: Clustered Standard Errors By: id709nvz on Thu, 24 March 2022 19:57
		Re: Clustered Standard Errors By: analyst_till on Sat, 26 March 2022 05:30
		Re: Clustered Standard Errors By: id709nvz on Thu, 01 September 2022 12:52

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