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Elementary event

From Wikipedia, the free encyclopedia
"Basic outcome" and "Atomic event" redirect here. For atomic events in computer science, seelinearizability.
Part of a series onstatistics
Probability theory

Inprobability theory, anelementary event, also called anatomic event orsample point, is anevent which contains only a singleoutcome in thesample space.[1] Usingset theory terminology, an elementary event is asingleton. 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:

Probability of an elementary event

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Elementary events may occur with probabilities that are between zero and one (inclusively). In adiscrete probability distribution whose sample space is finite, each elementary event is assigned a particular probability. In contrast, in acontinuous 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 calledatoms oratomic events and can have non-zero probabilities.[2]

Under themeasure-theoretic definition of aprobability 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 someσ-algebra onS{\displaystyle S} and not necessarily the fullpower set.

See also

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References

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  1. ^Wackerly, Denniss; William Mendenhall; Richard Scheaffer (2002).Mathematical Statistics with Applications. Duxbury.ISBN 0-534-37741-6.
  2. ^Kallenberg, Olav (2002).Foundations of Modern Probability (2nd ed.). New York: Springer. p. 9.ISBN 0-387-94957-7.

Further reading

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  • Pfeiffer, Paul E. (1978).Concepts of Probability Theory. Dover. p. 18.ISBN 0-486-63677-1.
  • Ramanathan, Ramu (1993).Statistical Methods in Econometrics. San Diego: Academic Press. pp. 7–9.ISBN 0-12-576830-3.


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