Before revision:  We derive novel confidence intervals that correctly account for the potential correlation in the regression residuals  .
After revision:  We derive novel confidence intervals that correctly account for the potential correlation in the regression residuals . We show that our methods yield substantially wider confidence intervals in popular applications of shift-share regression designs .