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Poisson point process

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Revision as of 14:44, 27 November 2024 by Probablytom (talk | changes) (Definition: Simplified the definition given by removing the reference to 𝜏, which wasn't defined and is better explained in a simple phrase than in mathematical notation.)
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A Poisson process is a stochastic process. It counts the number of occurrences of an event leading up to a specified time. This is a counting process where the increments of time are independent of one another (the times do not overlap).

Definition

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The counting process known as the Poisson process is defined as:

  • N(0) = 0.
  • N(t) has independent increments.
  • The number of arrivals in any window of time follows a Poisson distribution.

Where N(t) is the total number of events that occur by time t.