Variance, Covariance Matrix, Linear Regression, Standard Error, Confidence Interval.
is the variance of the residual errors of the fitted model forms an unbiased estimate of σ². And from our earlier work on computing the variance of residual errors, particularly equations (5) and (7), we have: The formula for the variance of the residuals (Image by Author) Where, as usual, e’e is