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The Journal of Human Resources· 2015Q1

A Practitioner’s Guide to Cluster-Robust Inference

A. Colin Cameron, Douglas L. Miller

Short summary

When data is grouped into clusters, standard statistical error calculations can overestimate precision. This guide explains how to use cluster-robust standard errors for more accurate inference, especially with a large number of clusters.

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Field: Statistics and Probability

Statistics and ProbabilityMathematics