Variance, Covariance Matrix, Linear Regression, Standard Error, Confidence Interval.
equation gives us in single line, the least squares estimator for the linear regression model that is fitted using the OLS technique. Let’s recollect that our goal is to arrive at the formula for the variance-covariance matrix for the regression coefficients β. To that end, we’ll follow the