Least Squares Estimation using Sketched Data with Heteroskedastic Errors

Sokbae Lee, Serena Ng

Abstract: Researchers may perform regressions using a sketch of data of size m instead of the full sample of size n for a variety of reasons. This paper considers the case when the regression errors do not h...