Now the important thing to realize when looking at this is that, even in the simplest case where each of these is a binary value, which is not often the case, but say, just for the sake of argument, if you have n binary-valued variables, then this is a distribution over 2 to the n possible states of the world, one for each possible assignment of the n variables. 