Variance, Covariance Matrix, Linear Regression, Standard Error, Confidence Interval.
function of the values of all the regression variables in the data sample and the variance of the error terms of the regression which is assumed to be constant. In equation (11), while X is known to us, the population level variance σ² is not a known quantity. However, the sample variance s² which