Variance, Covariance Matrix, Linear Regression, Standard Error, Confidence Interval.
why the fitted model’s coefficients or the error terms exhibit variances, and what role these matrices play in regression modeling. In this article, we’ll use the Classical Linear Regression Model (CLSR) as the vehicle for showing how the formula for the variance-covariance matrix of coefficient