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Statistics and data science, defined

Exponential Distribution (Graphical)

The exponential distribution is a one-sided distribution completely specified by one parameter mathematical symbol; the density of this distribution is

Formula: Exponential Distribution (Graphical)

The mean of the exponential distribution is mathematical symbol.

The exponential distribution is a model for the length of intervals between two consecutive random events in time, or between a given point and the next nearest point. In this case is the rate of events – that is, the average number of events per a unit interval. (For details on what “random events” means here see Poisson process.

An important property of the exponential distribution is

Formula: Exponential Distribution (Graphical)

Because of this property, the exponential distribution is also referred to as a ’memory-less distribution’. One of the applications of the exponential distribution is in queuing theory.

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