Independence of Random Vectors

Two results about mutual independence and conditional independence of random vectors are presented. The mutual independence and conditional independence of three vectors are generalized to n vectors. It is pointed out that if three random vectors are pairwise conditionally independent, then they are mutually independent; furthermore, ifthe functions of three random vectors are pairwise conditionally independent, then the functions of the three random vectors are also pairwise independent.