The Exponential Distribution: Time Between Poisson Events
The exponential distribution is the probability distribution that quantifies the probability of a given time between Poisson (rare) events. This video was produced at the University of Washington, and we acknowledge funding support from the Boeing Company %%% CHAPTERS %%% 00:00 Intro 01:09 Defining Exponential Variables 02:22 Continuous Exponential Variables 05:10 Exercises 06:56 Exponential Interval Formula 08:04 The Memoryless Property 09:15 Example: Lightbulb Lifetime 13:40 Example: Radioactive Decay 16:45 Formalizing Memorylessness 18:30 Outro
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The Hazard Rate and Memoryless Property of the Exponential Distribution
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The Poisson Distribution: The Rare Event Limit of a Binomial Distribution
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The Connection Between the Exponential Distribution and the Poisson Process
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The Expected Value (Mean) of a Probability Distribution
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The Gamma Distribution
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The Moment Generating Function
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The Normal Distribution: The Limit of Binomial Distribution for Large "n"
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The Geometric Distribution: The First Success of a Bernoulli Distribution
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