Probability Distributions
Math · Advanced · Lesson 4 of 7

Waiting Times

Geometric and exponential waits

An interactive lesson with 6 steps, about 5 minutes: you predict, drag and solve, with instant feedback on every answer. It runs in your browser and needs JavaScript.

What you’ll learn

  • Geometric: P(X=k)=(1−p)k−1pP(X = k) = (1-p)^{k-1}p, with mean 1/p1/p tries.
  • Independent random events are memoryless: the past doesn’t make them “due”.
  • Exponential waits: the median (ln⁡2\ln 2 × mean) is shorter than the mean.

Steps

  1. The geometric distribution
  2. Third time lucky
  3. Memoryless
  4. Waiting in continuous time
  5. Median versus mean
  6. Half-lives