Functional analysis Definition
Free probability
Builds on Free groupFree productProbability space
Definition
A noncommutative probability space is a pair where is a unital algebra over and is a linear functional with . Elements of are called noncommutative random variables. Let be a family of unital subalgebras of . They are freely independent, or free, if the following holds. Whenever , and for all , and consecutive indices differ, , then Elements of are free if the unital subalgebras they generate are free. Free probability is the study of noncommutative probability spaces and of free independence.
Remarks
Example: let be the free group on generators and , let be its group algebra, and let , the coefficient of the identity. Then the subalgebras and are free. An element of with is a combination of powers with , and likewise for . A product of such elements with alternating indices is a combination of alternating words with nonzero exponents. These are reduced words, hence not the identity, so of the product is . The same argument works for any free product of groups.
Non-example: classically independent variables are not free. Let for a probability space , the expectation, and independent with mean and nonzero variance. Then , although the indices alternate, so the defining condition fails.
Often is a C*-algebra or a von Neumann algebra and is a state, frequently a faithful trace. Freeness determines all mixed moments of free variables from their separate moments, as independence does classically.
Reading path
To understand this page from the ground up, read these 4 pages in order. The foundations come first.
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- no evidence level
- Free group concept
- Free product concept
- Probability space concept
- Free probability definition
Further reading
About this page
| Tag | GD3Q8G9GCV |
|---|---|
| URI | m2://GD3Q8G9GCV |
| Kind | definition |
| Writing | W0 stub |
| MSC | 46L54, 46L53 |
| Defines | Free probability |
| Uses | Free group, Free product, Probability space |
| Changed | 2 November 2026 |
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