Probability Distribution - Random Number Generation

Random Number Generation

A frequent problem in statistical simulations (the Monte Carlo method) is the generation of pseudo-random numbers that are distributed in a given way. Most algorithms are based on a pseudorandom number generator that produces numbers X that are uniformly distributed in the interval [0,1). These random variates X are then transformed via some algorithm to create a new random variate having the required probability distribution.

Read more about this topic:  Probability Distribution

Famous quotes containing the words random, number and/or generation:

    And catch the gleaming of a random light,
    That tells me that the ship I seek is passing, passing.
    Paul Laurence Dunbar (1872–1906)

    The growing good of the world is partly dependent on unhistoric acts; and that things are not so ill with you and me as they might have been, is half owing to the number who lived faithfully a hidden life, and rest in unvisited tombs.
    George Eliot [Mary Ann (or Marian)

    We may consider each generation as a distinct nation, with a right, by the will of its majority, to bind themselves, but none to bind the succeeding generation, more than the inhabitants of another country.
    Thomas Jefferson (1743–1826)