Two striking contributions of Bienayme to mathematical statistics: (1) a co
mpletely correct statement of the Criticality Theorem for simple branching
processes in 1845; and (2) the derivation of the Bienayme-Chebyshev Inequal
ity, are revisited on the 200th anniversary of his birth. We use writings a
nd archival materials available since the note of Heyde & Seneta (1972) to
present a fuller biographical picture. Bienayme's connections with Buniakov
sky and Chebyshev are elucidated, and his role in furthering Chebyshev's in
ternational contacts outlined. A concluding section illuminates Bienayme's
understanding of the linear regression of one random variable on another in
an actuarial context of random shocks.