The sum of the first variables has distribution . For any fixed half-circle interval , putThe terms defining are independent Bernoulli variables of parameter , so and . Part (b), with , givesThere are at most cyclic intervals of length ; this also covers the non-wrapping interpretation in the question. They need not be independent, since the union bound always applies. HenceWith and natural logarithms, this becomes , which tends to zero for every . In particular,The argument proves uniform half-circle balance for independent Bernoulli variables. It improves on separately bounding the two half sums by recognizing the difference as one centered binomial variable.