Summary: Geometric Distribution

Key Concepts

  • The probability of success and failure is the same in each trial of a geometric experiment.
  • In a geometric experiment, X= the number of independent trials until the first success.
  • The number of trials in a geometric experiment is not fixed.

Glossary

geometric distribution: a discrete random variable (RV) that arises from the Bernoulli trials; the trials are repeated until the first success. The geometric variable X is defined as the number of trials until the first success. Notation: XG(p). The mean is μ=1p and the standard deviation is σ=1p(1p1). The probability of exactly x failures before the first success is given by the formula: P(X=x)=p(1p)x1.

geometric experiment: a statistical experiment with the following properties:

  1. There are one or more Bernoulli trials with all failures except the last one, which is a success.
  2. In theory, the number of trials could go on forever. There must be at least one trial.
  3. The probability, p, of a success and the probability, q, of a failure do not change from trial to trial.