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A definition of independence for bounded-sum, nonnegative, integer-valued variables
Flinders University of South Australia
Consider two nonnegative variables whose sum is constrained to be less than or equal to n. By the usual definition of independence, these two variables virtually have to be dependent because of the constraint. In this paper the definition of independence is modified to allow for the constraint. Only integer-valued variables are considered. Following the bivariate theory of what is termed F-independence, a multivariate theory is developed.
Key Words: Dependence due to a constraint Bounded-sum variables Independence F-independence Multivariate independence Maximum entropy Multinomial Multihypergeometric