Variance, Covariance Matrix, Linear Regression, Standard Error, Confidence Interval.
The multiplication of X’ of size (k x n) with X of size (n x k) yields a matrix of size (k x k). As we shall soon see, the X’X matrix appears everywhere in regression analysis. Let’s revisit the automobiles data set that we saw in my previous article on variance-covariance matrices: A subset of the