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  2. Lehmer random number generator - Wikipedia

    en.wikipedia.org/wiki/Lehmer_random_number_generator

    Thus, the difference lies in the range [1−m, m−1] and can be reduced to [0, m−1] with a single conditional add. [18] This technique may be extended to allow a negative r (−q ≤ r < 0), changing the final reduction to a conditional subtract. The technique may also be extended to allow larger a by applying it recursively.

  3. Benford's law - Wikipedia

    en.wikipedia.org/wiki/Benford's_law

    This is an accepted version of this page This is the latest accepted revision, reviewed on 17 January 2025. Observation that in many real-life datasets, the leading digit is likely to be small For the unrelated adage, see Benford's law of controversy. The distribution of first digits, according to Benford's law. Each bar represents a digit, and the height of the bar is the percentage of ...

  4. Method of complements - Wikipedia

    en.wikipedia.org/wiki/Method_of_complements

    Use the same method to subtract 856 from 1000, and then add a negative sign to the result. Represent negative numbers as radix complements of their positive counterparts. Numbers less than b n / 2 {\displaystyle b^{n}/2} are considered positive; the rest are considered negative (and their magnitude can be obtained by taking the radix complement).

  5. Probability-generating function - Wikipedia

    en.wikipedia.org/wiki/Probability-generating...

    Probability generating functions are often employed for their succinct description of the sequence of probabilities Pr(X = i) in the probability mass function for a random variable X, and to make available the well-developed theory of power series with non-negative coefficients.

  6. Lottery mathematics - Wikipedia

    en.wikipedia.org/wiki/Lottery_mathematics

    Since ,, =,, the probability of obtaining the score of 2 and the bonus ball is , = = %, approximate decimal odds of 1 in 81.2. The general formula for B {\displaystyle B} matching balls in a N {\displaystyle N} choose K {\displaystyle K} lottery with one bonus ball from the N {\displaystyle N} pool of balls is:

  7. Algebra of random variables - Wikipedia

    en.wikipedia.org/wiki/Algebra_of_random_variables

    The measurable space and the probability measure arise from the random variables and expectations by means of well-known representation theorems of analysis. One of the important features of the algebraic approach is that apparently infinite-dimensional probability distributions are not harder to formalize than finite-dimensional ones.

  8. Additive smoothing - Wikipedia

    en.wikipedia.org/wiki/Additive_smoothing

    Additive smoothing is a type of shrinkage estimator, as the resulting estimate will be between the empirical probability (relative frequency) / and the uniform probability /. Invoking Laplace's rule of succession , some authors have argued [ citation needed ] that α should be 1 (in which case the term add-one smoothing [ 2 ] [ 3 ] is also used ...

  9. Pascaline - Wikipedia

    en.wikipedia.org/wiki/Pascal's_calculator

    To subtract one number from another, the method of nine's complement was used. The only two differences between an addition and a subtraction are the position of the display bar (direct versus complement) and the way the first number is entered (direct versus complement). For a 10-digit wheel (N), the fixed outside wheel is numbered from 0 to 9 ...

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