The effect on the July Theorem of dependency among votes is discussed.
Condorcet's original model and theorem depend crucially on the assump
tion of independence and the applicability of the binomial distributio
n. Two simple extensions of the binomial distribution are used to illu
strate the effects of dependency on the quality of group decision maki
ng. With the correlated binomial model, it is possible to isolate the
effect of pairwise dependency. In the presence of fairly strong pairwi
se dependency, we are not even guaranteed the natural property of mono
tonicity with respect to voters. A Polya-Eggenberger model illustrates
the effect of contagion on group competence. A special case of the be
ta-binomial distribution is used to demonstrate that, even in the pres
ence of synergetic group effects, we are not guaranteed infallible dec
isions from a very large group. Consequences for an epistemic theory o
f democracy are indicated.