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Probability Terms and Definitions

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Random Variable

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A random variable is a function that assigns a real number to each outcome of a random circumstance.

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Mutually Exclusive Events

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Two events are mutually exclusive if they cannot both occur at the same time.

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Conditional Probability

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Conditional probability is the likelihood of an event occurring given that another event has already occurred.

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Variance

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The variance of a random variable is the expected value of the squared deviation from the mean of the variable.

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Permutation

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A permutation is an arrangement of all or part of a set of objects, with regard to the order of the arrangement.

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Sample Space

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The sample space of an experiment is the set of all possible outcomes of that experiment.

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Complementary Events

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The complementary events are two events where the probability of one event is equal to 1 minus the probability of the other event.

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Marginal Probability

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Marginal probability is the probability of a single event occurring without regard to the outcome of other events.

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Standard Deviation

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The standard deviation of a probability distribution is the square root of its variance.

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Probability Distribution

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A probability distribution is a mathematical function that provides the probabilities of occurrence of different possible outcomes in an experiment.

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Poisson Distribution

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The Poisson distribution is a probability distribution that expresses the probability of a given number of events occurring in a fixed interval of time or space, given the average number of times the event occurs over that interval.

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Event

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An event is a set containing outcomes of a probabilistic experiment that satisfies some condition.

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Expected Value

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The expected value of a random variable is the long-run average value of repetitions of the experiment it represents.

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Continuous Random Variable

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A continuous random variable is one that can take on any value in a range or interval.

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Combination

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A combination is a selection of items from a collection, such that (unlike permutations) the order of selection does not matter.

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Joint Probability

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Joint probability is the probability of two events occurring simultaneously.

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Discrete Random Variable

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A discrete random variable is one that can take on only a countable number of distinct values such as 0, 1, 2, ...

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Independent Events

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Two events are independent if the occurrence of one does not affect the probability of the occurrence of the other.

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Law of Total Probability

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The law of total probability states that the total probability of an outcome can be found by considering all possible ways that the outcome can occur.

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Bayes' Theorem

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Bayes' theorem describes the probability of an event, based on prior knowledge of conditions that might be related to the event.

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