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:

    Assemble, first, all casual bits and scraps
    That may shake down into a world perhaps;
    People this world, by chance created so,
    With random persons whom you do not know—
    Robert Graves (1895–1985)

    The genius of democracies is seen not only in the great number of new words introduced but even more in the new ideas they express.
    Alexis de Tocqueville (1805–1859)

    Our Indian said that he was a doctor, and could tell me some medicinal use for every plant I could show him ... proving himself as good as his word. According to his account, he had acquired such knowledge in his youth from a wise old Indian with whom he associated, and he lamented that the present generation of Indians “had lost a great deal.”
    Henry David Thoreau (1817–1862)