Sharp bounds for the deviation of a real-valued function f defined
on a compact interval [a, b] to the chord generated by its end points (a, f (a))
and (b, f (b)) under various assumptions for f and f' including absolute continuity,
convexity, bounded variation, monotonicity etc., are given. Some applications
for weighted means and f-divergence measures in Information Theory
are also provided.