释义 |
- References
In mathematics, the term "characteristic function" can refer to any of several distinct concepts: - The indicator function, that is the function
which for a given subset A of X, has value 1 at points of A and 0 at points of X − A. - There is an indicator function for affine varieties over a finite field:[1] given a finite set of functions let be their vanishing locus. Then, the function acts as an indicator function for . If then , otherwise, for some , we have , which implies that , hence .
- The characteristic function in convex analysis, closely related to the indicator function of a set:
- In probability theory, the characteristic function of any probability distribution on the real line is given by the following formula, where X is any random variable with the distribution in question:
where E means expected value. For multivariate distributions, the product tX is replaced by a scalar product of vectors. - The characteristic function of a cooperative game in game theory.
- The characteristic polynomial in linear algebra.
- The characteristic state function in statistical mechanics.
- The Euler characteristic, a topological invariant.
- The receiver operating characteristic in statistical decision theory.
- The point characteristic function in statistics.
References1. ^{{Cite book|title=Course in Arithmetic|last=Serre|first=|publisher=|year=|isbn=|location=|pages=5}}
{{SIA}}{{DEFAULTSORT:Characteristic Function}} 1 : Set indices on mathematics |