The scalar-valued multivariable mean value theorem states that, if is differentiable on an open set containing the closed line segment from to , then for there exists such that
This follows by applying the one-dimensional mean value theorem to on . The segment condition is necessary for this formulation on a possibly nonconvex domain.
For every , and . Consequently each of the three partial derivatives in the preceding gradient has absolute value below , so
The segment joining lies inside . The mean value theorem and Cauchy-Schwarz inequality therefore give
For both sides vanish. This proves the required Lipschitz continuity uniformly on the ball.

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