Heteroscedasticity-consistent standard errors

Heteroscedasticity-consistent standard errors help us understand the accuracy of our predictions we make. They make sure the predictions are correct and reliable. It happens when the amount of error in our predictions changes. For example, if the range of our predictions gets bigger and smaller, we know there's a problem and this method helps us fix it.