We discuss a characterization of the centered Gaussian distribution which can
be read from results of Archimedes and Maxwell, and relate it to Charles
Stein's well-known characterization of the same distribution. These
characterizations fit into a more general framework involving the beta-gamma
algebra, which explains some other characterizations appearing in the Stein's
method literature.Comment: 13 pages, 2 figure