As an electrical engineer by training and currently working on
statistics, I too find the lack of support for generalized
distributions in the general-purpose math packages ... disturbing.

Their definitions essentially reach out from the integrand and modify
the limits of integration, it is not something that can be addressed
by generalizing the notion of function, it has to be added to the
notion of integration.

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