  The aim of the paper is to give a full characterization of functions f from I
into the real line R (where I is an interval in R that satisfies certain
natural conditions) such that for any I-valued positive definite kernel K
defined on an arbitrary set X the kernel formed by composing f with K is
positive definite as well.
