Inequalities and variational methods in classical statistical mechanics

It is shown that a functional inequality may be used to establish variational principles for partition functions and distribution functions. The inequalities relate distribution functions of higher order to those of lower order. They can be used to suggest approximate integral equations for distribution functions, to test and modify approximate distribution functions, and to establish variational principles on which can be based the systematic computation of distribution functions by variation of parameters.