How robust standard errors are used needs to change, but instead of jettisoning this popular tool we show how to use it to provide effective clues about model misspecification, likely biases, and a ...

Explore the importance of robust statistics like median and MAD in data analysis, ensuring accurate insights despite outliers ...

The former is implemented in Plink and uses a sandwich correction to correct the standard errors for model misspecification of ignoring the clustering.

Christopher Zorn, Comparing GEE and Robust Standard Errors for Conditionally Dependent Data, Political Research Quarterly, Vol. 59, No. 3 (Sep., 2006), pp. 329-341 ...