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Laplace Functional


The Laplace functional of a random measure X is the functional

 L_X(f)=E[exp(-intfdX)],

defined for suitable nonnegative measurable functions f. It is called a functional because its argument is the entire function f, rather than a number. It generalizes the Laplace transform of a random variable and, under standard conditions, determines the probability law of the random measure. Conditional Laplace functionals are obtained by taking the expected value conditional on specified initial data or another event.


See also

Expectation Value, Functional, Laplace Transform, Measure, Random Variable, Superprocess

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References

Dynkin, E. B. An Introduction to Branching Measure-Valued Processes. Providence, RI: Amer. Math. Soc., 1994.

Cite this as:

Weisstein, Eric W. "Laplace Functional." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/LaplaceFunctional.html

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