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Abstract

Let me summarize what I have said about samples so far. Attempts to acquire and collect data about all elements in a given population should be avoided when doing it.

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Notes

  1. 1.

    Combinatorics can be used to determine the number of all possible elementary events for larger numbers of cases (see Sect. 3.2)

  2. 2.

    P(A) = 1 does not necessarily mean that event A is certain. It only indicates that the relative frequency of these events in a large number of n cases is 100%. Similarly, for P(A) = 0 the relative frequency of event A in a large number of n cases is P(A) = 0%.

  3. 3.

    The exclamation point in the expression n! describes the mathematical function of the factorial. The factorial of an integer n is the product of all natural numbers equal to or smaller than n:

    $$ n!=1\cdot 2\cdot 3\cdot \dots \cdot n=\prod \limits_{k=1}^nk $$
  4. 4.

    Author’s own calculations. Single persons are defined as those who do not live in family-like circumstances (see Statistisches Bundesamt 2009, p. 38).

  5. 5.

    Around 1.3 million German citizens are considered alcoholics (see Drogenbeauftragte der Bundesregierung—Bundesministerium für Gesundheit: Drogen- und Suchtbericht 2009, p. 38).

  6. 6.

    A nice summary of the discussion can be found in Randow (2007).

  7. 7.

    See http://www.marilynvossavant.com/articles/gameshow.html on the Marilyn Savant Online Headquarters’ website.

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Cleff, T. (2019). Calculating Probability. In: Applied Statistics and Multivariate Data Analysis for Business and Economics. Springer, Cham. https://doi.org/10.1007/978-3-030-17767-6_6

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