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Clustered standard errors in Stata

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Author Info
Austin Nichols () (Urban Institute)
Mark E Schaffer () (Heriot-Watt University)

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Abstract

A brief survey of clustered errors, focusing on estimating cluster–robust standard errors: when and why to use the cluster option (nearly always in panel regressions), and implications. Additional topics may include using svyset to specify clustering, multidimensional clustering, clustering in meta-analysis, how many clusters are required for asymptotic approximations, testing coefficients when the Var–Cov matrix has less than full rank, and testing for clustering of errors.

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File URL: http://repec.org/usug2007/crse.pdf
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Publisher Info
Paper provided by Stata Users Group in its series United Kingdom Stata Users' Group Meetings 2007 with number 07.

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Date of creation: 14 Sep 2007
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Handle: RePEc:boc:usug07:07

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