Proof of Superlinear Convergence for the Secant Method
The primary confusion lies in understanding *why* the convergence order is and not (like Newton's method), despite using two points. The derivative approximation is the key, introducing a subtle error that tempers the quadratic leap.
Institutional Reference: Fundamentals of Optimization
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