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: X∼G(p). The mean is μ=1p and the standard deviation is σ=√1p(1p−1). The probability of exactly x failures before the first success is given by the formula: P(X=x)=p(1−p)x−1.
geometric experiment: a statistical experiment with the following properties:
- There are one or more Bernoulli trials with all failures except the last one, which is a success.
- In theory, the number of trials could go on forever. There must be at least one trial.
- The probability, p, of a success and the probability, q, of a failure do not change from trial to trial.
Candela Citations
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- Introductory Statistics. Authored by: Barbara Illowsky, Susan Dean. Provided by: OpenStax. Located at: https://openstax.org/books/introductory-statistics/pages/4-key-terms. License: CC BY: Attribution. License Terms: Access for free at https://openstax.org/books/introductory-statistics/pages/1-introduction