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Elementary event information


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.[1] 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 where if objects are being counted and the sample space is (the natural numbers).
  • if a coin is tossed twice. where stands for heads and for tails.
  • All sets where is a real number. Here is a random variable with a normal distribution and 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.
  1. ^ Wackerly, Denniss; William Mendenhall; Richard Scheaffer (2002). Mathematical Statistics with Applications. Duxbury. ISBN 0-534-37741-6.

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Elementary event

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probability theory, the complement of any event A is the event [not A], i.e. the event that A does not occur. The event A and its complement [not A] are mutually...

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constitute an event, whereas outcomes with an odd number of pips may constitute another event. If the outcome is the element of the elementary event of two pips...

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random variable. A random variable is a function that assigns to each elementary event in the sample space a real number. This function is usually denoted...

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assumption of unit measure: that the probability that at least one of the elementary events in the entire sample space will occur is 1. P ( Ω ) = 1 {\displaystyle...

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total probability of an outcome which can be realized via several distinct events, hence the name. The law of total probability is a theorem that states,...

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space with elementary events {ω}, and let P be the probability measure with respect to the σ-algebra of Ω. Suppose we are told that the event B ⊆ Ω has...

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Mutual exclusivity

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Collectively exhaustive events

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set of events is jointly or collectively exhaustive if at least one of the events must occur. For example, when rolling a six-sided die, the events 1, 2...

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Prior probability

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of the die if we look at it on the table without throwing it, each elementary event is reasoned deductively to have the same probability—thus the probability...

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Sample space

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equally likely outcomes). In an elementary approach to probability, any subset of the sample space is usually called an event. However, this gives rise to...

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Classical definition of probability

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If elementary events are assigned equal probabilities, then the probability of a disjunction of elementary events is just the number of events in the...

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Probability

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probability of an event is given by the ratio of favourable outcomes to the total number of possible outcomes). Aside from the elementary work by Cardano...

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Gambling mathematics

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of view, the events are nothing more than subsets, and the space of events is a Boolean algebra. We find elementary and compound events, exclusive and...

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Glossary of probability and statistics

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variables alternative hypothesis analysis of variance atomic event Another name for elementary event. bar chart Bayes' theorem Bayes estimator Bayes factor...

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Conditional independence

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will be late. However, if a third event is introduced, person A and person B live in the same neighborhood, the two events are now considered not conditionally...

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random phenomenon in terms of its sample space and the probabilities of events (subsets of the sample space). For instance, if X is used to denote the...

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Indeterminism

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Indeterminism is the idea that events (or certain events, or events of certain types) are not caused, or are not caused deterministically. It is the opposite...

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Bernoulli trial

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any event (set of outcomes), one can define a Bernoulli trial, corresponding to whether the event occurred or not (event or complementary event). Examples...

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Eventing

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a sequence of possible events in which the probability of each event depends only on the state attained in the previous event. Informally, this may be...

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