Variance, Covariance Matrix, Linear Regression, Standard Error, Confidence Interval.
variable that has a certain mean (a.k.a. expectation) that is conditional upon X, and a certain variance around that mean that is also conditional upon X. The column vector of conditional expectations of ϵ is represented as E(ϵ|X): The conditional expectation of regression errors (Image by Author)