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Elementary event

Event that contains only one outcome

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In probability theory, an elementary event, also called an atomic event or sample point, is an event which contains only a single outcome in the sample space. Using set theory terminology, an elementary event is a singleton. Elementary events and their corresponding outcomes are often written interchangeably for simplicity, as such an event corresponding to precisely one outcome.

The following are examples of elementary events:

  • All sets \{k\}, where k\in \mathbb {N} if objects are being counted and the sample space is S=\{1,2,3,\ldots \} (the natural numbers).
  • \{HH\},\{HT\},\{TH\},{\text{ and }}\{TT\} if a coin is tossed twice. S=\{HH,HT,TH,TT\} where H stands for heads and T for tails.
  • All sets \{x\}, where x is a real number. Here X is a random variable with a normal distribution and S=(-\infty ,+\infty ). This example shows that, because the probability of each elementary event is zero, the probabilities assigned to elementary events do not determine a continuous probability distribution.

01Probability of an elementary event

Elementary events may occur with probabilities that are between zero and one (inclusively). In a discrete probability distribution whose sample space is finite, each elementary event is assigned a particular probability. In contrast, in a continuous distribution, individual elementary events must all have a probability of zero.

Some "mixed" distributions contain both stretches of continuous elementary events and some discrete elementary events; the discrete elementary events in such distributions can be called atoms or atomic events and can have non-zero probabilities.

Under the measure-theoretic definition of a probability space, the probability of an elementary event need not even be defined. In particular, the set of events on which probability is defined may be some σ-algebra on S and not necessarily the full power set.

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This article is adapted from the Wikipedia article Elementary event, written by its contributors and licensed under CC BY-SA 4.0. Fathomly has changed the layout, removed citation markers, navigation and maintenance notices, and adjusted punctuation. This adapted version is shared under the same license. For references, see the original article.

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