We present a general recurrence model which provides a conceptual framework
for well-known problems such as ascents, peaks, turning points, Bernstein'
s urn model, the Eggenberger-Polya um model and the hypergeometric distribu
tion. Moreover, we show that the Frobenius-Harper technique, based on real
roots of a generating function, can be applied to this general recurrence m
odel (under simple conditions), and so a Berry-Esseen bound and local limit
theorems can be found. This provides a simple and unified approach to asym
ptotic theory for diverse problems hitherto treated separately.