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It is shown how the theory of commutative monads provides an axiomatic framework for several aspects of distribution theory in a broad sense, including probability distributions, physical extensive quantities, and Schwartz distributions of compact support. Among the particular aspects considered here are the notions of convolution, density, expectation, and conditional probability.
@article{TAC_2012_26_a3, author = {Anders Kock}, title = {Commutative monads as a theory of distributions}, journal = {Theory and applications of categories}, pages = {97--131}, publisher = {mathdoc}, volume = {26}, year = {2012}, language = {en}, url = {http://geodesic.mathdoc.fr/item/TAC_2012_26_a3/} }
Anders Kock. Commutative monads as a theory of distributions. Theory and applications of categories, Tome 26 (2012), pp. 97-131. http://geodesic.mathdoc.fr/item/TAC_2012_26_a3/