  This is a chapter for the forthcoming New Handbook of Mathematical
Psychology, to be published by Cambridge University Press. A systematic theory
of random variables and joint distributions under varying conditions is
presented. This is a Kolmogorovian theory most generally understood, in which
random variables recorded under mutually exclusive conditions do not possess
joint distributions but can be coupled in multiple ways.
