Since M is itself a vector space of dimension n , one can measure the " size" of a matrix by using any vector norm on C . However, M is not just a high - dimensional vector space ; it has a natural multiplication operation, and it is often useful in making estimates to relate the "size" of AB to the "size" of A and B .