D. Rawlings, A PROBABILISTIC APPROACH TO SOME OF EULERS NUMBER-THEORETIC IDENTITIES, Transactions of the American Mathematical Society, 350(7), 1998, pp. 2939-2951
Probabilistic proofs and interpretations are given for the q-binomial
theorem, q-binomial series: two of Euler's fundamental partition ident
ities, and for q-analogs of product expansions for the Riemann zeta an
d Euler phi functions. The underlying processes involve Bernoulli tria
ls with variable probabilities. Also presented are several variations
on the classical derangement problem inherent in the distributions con
sidered.