Assume y is the solution to a least squares problem and X $\in$ $R ^{m x n}$, where m $\geq$ n. In addition, X will have a full column rank, could somebody please explain how to take the inverse of the following 2x2 block matrix in the least squares equation, where the matrix I am referring to is the first one the least squares equation?
