Writing at , the implicit stage has the expansionThus one step isThe exact Taylor expansion has third-order termThe coefficients agree through order two for every real , while the coefficient prevents order three for any . Hence the order of a Runge-Kutta method is(The linear special case has one extra matched term when , but the order for general nonlinear equations remains two.)
Apply the method to the linear test equation and put . Solving the implicit stage gives the stability functionIf , the quadratic numerator makes unbounded as , so the method cannot be A-stable. For ,which is the trapezoidal rule stability function and satisfies whenever . Therefore
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