Slope inequalities for convex functions
Secant slopes of a convex function are ordered
Slope inequalities for convex functions
Lemma. Let be a convex function on a nonempty interval . For any with and any ,
Context. Convexity forces secant slopes to increase as you move to the right. This lemma is the key step in relating convexity to monotonicity of derivatives.
Proof sketch. Write with and apply Jensen’s inequality to compare with the linear interpolation between and ; rearranging yields the slope bounds.