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Statistics[CumulantGeneratingFunction] - compute the cumulant generating function
Calling Sequence
CumulantGeneratingFunction(X, t, options)
CGF(X, t, options)
Parameters
X
-
algebraic; random variable or distribution
t
algebraic; point
options
(optional) equation of the form numeric=value; specifies options for computing the cumulant generating function of a random variable
Description
The CumulantGeneratingFunction function computes the cumulant generating function of the specified random variable at the specified point.
The first parameter can be a distribution (see Statistics[Distribution]), a random variable, or an algebraic expression involving random variables (see Statistics[RandomVariable]).
Computation
By default, all computations involving random variables are performed symbolically (see option numeric below).
For more information about computation in the Statistics package, see the Statistics[Computation] help page.
Options
The options argument can contain one or more of the options shown below. More information for some options is available in the Statistics[RandomVariables] help page.
numeric=truefalse -- By default, the cumulant generating function is computed using exact arithmetic. To compute the cumulant generating function numerically, specify the numeric or numeric = true option.
Examples
Compute the cumulant generating function of the beta distribution with parameters p and q.
Use numeric parameters.
Define new distribution.
See Also
Statistics, Statistics[Computation], Statistics[Distributions], Statistics[RandomVariables]
References
Stuart, Alan, and Ord, Keith. Kendall's Advanced Theory of Statistics. 6th ed. London: Edward Arnold, 1998. Vol. 1: Distribution Theory.
Download Help Document