For , the Newton step equations imply . Solving the remaining equation gives the displayed scalar recurrence, defined when . Around its error factors exactly as
Thus any well-defined sequence converging to has quadratic convergence, or reaches that point exactly in finitely many steps. The scalar asymptotic error constant is ; the Euclidean norm error constant on the diagonal is . Around , replacing by gives the corresponding conclusion.

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