Question: do rectangular matrices have inverses?
Answer: Unless the rectangle is a square, no. (Even if it is a square, the inverse does not necessarily exist.) However, there is a generalization of the matrix inverse, known as the pseudoinverse or generalized inverse, which satisfy weaker conditions than the standard matrix inverse.