Variance, Covariance Matrix, Linear Regression, Standard Error, Confidence Interval.
containing only zeroes. Hence, the above formula for error variance of ϵ reduces to the following: The conditional variance of the error term (Image by Author) Let’s revisit the derivation shown in equation (4). In the first step, we will apply our assumption of mean independence by substituting