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Cunningham function

In statistics, the Cunningham function or Pearson&ndash;Cunningham function ω<sub>m,n</sub>(x) is a generalisation of a special function introduced by and studied in the form here by . It can be defined in terms of the confluent hypergeometric function U, by

The function was studied by Cunningham in the context of a multivariate generalisation of the Edgeworth expansion for approximating a probability density function based on its (joint) moments. In a more general context, the function is related to the solution of the constant-coefficient diffusion equation, in one or more dimensions.

The function ω<sub>m,n</sub>(x) is a solution of the differential equation for X:

The special function studied by Pearson is given, in his notation by,

Notes

References

  • See exercise 10, chapter XVI, p.&nbsp;353