Variance, Covariance Matrix, Linear Regression, Standard Error, Confidence Interval.
estimates, and the variance-covariance matrix of errors, emerges seemingly naturally from the fundamental assumptions of the CLSR model and its solution. Even though the material I have presented is for the linear model, the overall conceptual approach carries through to many other popularly used