confused about the magical_matrix

[Stacy019]

The matrixToInvert computed by function computeMatrixInLastStep is the key term in the mean and covariance in conditional distribution(i.e. the (28)(29) in Supplementary Information). So why you compute the magical_matrix when you obtain the sigma_xz and mu_xz, what does it mean? I am eager to know that. Thank you.