Yes it used Taylor series, but I think you need the existance of the third derivative to prove it, and its continuity at p (without these conditions you just get that the convergence is faster than quadratic).

-Opps.. f''(p)=0, sp yes, with suitable conditions on the existance and continuity of the third derivative convergence is of order 3 or better.

CB