Coupling (probability) - Definition

Definition

Using the standard formalism of probability, let and be two random variables defined on probability spaces and . Then a coupling of and is a new probability space over which there are two random variables and such that has the same distribution as while has the same distribution as .

The interesting case is when and are not independent.

Read more about this topic:  Coupling (probability)

Famous quotes containing the word definition:

    Was man made stupid to see his own stupidity?
    Is God by definition indifferent, beyond us all?
    Is the eternal truth man’s fighting soul
    Wherein the Beast ravens in its own avidity?
    Richard Eberhart (b. 1904)

    Scientific method is the way to truth, but it affords, even in
    principle, no unique definition of truth. Any so-called pragmatic
    definition of truth is doomed to failure equally.
    Willard Van Orman Quine (b. 1908)

    No man, not even a doctor, ever gives any other definition of what a nurse should be than this—”devoted and obedient.” This definition would do just as well for a porter. It might even do for a horse. It would not do for a policeman.
    Florence Nightingale (1820–1910)