Variance, Covariance Matrix, Linear Regression, Standard Error, Confidence Interval.
Estimate of the variance-covariance matrix of the fitted OLS regression model’s coefficients (Image by Author) If the model has k regression variables including the intercept, the variance-covariance matrix is a square matrix of size (k x k). This can be confirmed by noting that X is a matrix of