The theory of characteristic (or 'latent') roots of a matrix is perfect smooth-sailing when they are all distinct. But when a characteristic root a is repeated a certain number of times-say r times, then a little reflection will suffice to show that the properties of the matrix in relation to the characteristic root a are not completely determined by a knowledge of the number r alone.