Variance, Covariance Matrix, Linear Regression, Standard Error, Confidence Interval.
follows: (Image by Author) The gray bit in the first term of the above equation is the multiplication of a matrix with itself and it equates to the identity matrix I. And we know that Iβ = β. We’ll replace the magenta bit in the second term with the placeholder matrix A. (Image by Author) Let’s