All cluster and no bluster? When should we cluster experimental standard errors?

Abstract

[Work in progress.] Despite their ubiquity in analyses with group-constant variables, the rationale for using standard errors in experimental contexts remains underdeveloped. I show when and why experimentalists should use cluster-robust standard errors, and replicate existing studies to demonstrate the importance of correctly doing so.

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