  Orthogonal polynomials for the multinomial distribution m(x, p) of N balls
dropped into d boxes (box i has probability p(i)) are called multivariate
Krawtchouk polynomials. This paper gives an introduction to their properties,
collections of natural Markov chains which they explicitly diagonalize and
associated bivariate multinomial distributions.
