A Lipschitz real function on an open interval has a derivative at every point outside a Lebesgue null set, and that derivative is bounded in absolute value by the Lipschitz constant.
We work in the setting of Product Measures and Lebesgue Measure on ℝⁿ: Standing Notation and Background with the dimension , throughout identifying a point of with its single coordinate, so that and are written interchangeably; under this convention the Euclidean norm of a point is its absolute value and , by claim 1 of Properties of the Euclidean Norm on : Square, Distance, Vanishing, Coordinate Bounds, Homogeneity, Triangle Inequalities and Expansion of a Square, so that the closed ball is the closed interval with endpoints and . By Lebesgue Measure on the measure is the Lebesgue measure on the Borel -algebra of ; null has the meaning fixed in that setting, and Lipschitz is understood for the Euclidean distances.
Let be a nonempty open interval, let with , and let be Lipschitz with constant , that is
Let be the set of those at which has a derivative , a real number. Then the following hold.
1. (Almost everywhere differentiability) The set is null.
2. (Bound on the derivative) For every one has .
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