Heteroskedasticity: OLS Coefficients Stay Unbiased—So Why Can Your Conclusion Be Wrong?

Quick takeaway Heteroskedasticity does not generally bias OLS coefficient estimates, but it does make the usual standard errors (and therefore t-tests and confidence intervals) unreliable. The fix is usually to keep the estimated coefficients and use...