For continuoues variables, how is a coupling of two distributions different from their joint distribution? Are they the same concepts?
Update: Coupling is the same as defining a joint distribution on the Cartesian product space of the supports of original random variables, in a way that marginals of the defined joint distribution are equal to the original random variables. What am I missing?