Theory

A system of assumptions, accepted principles, and rules of procedure devised to analyze, predict or otherwise explain the nature or behavior of a specified set of phenomena. (American Heritage dictionary] "theory leads to prediction. Without prediction, experience and examples teach us nothing." "No number of examples establishes a theory, yet a single unexplained failure of a theory requires modification or even abandonment of the theory." [From Deming's discussion of theory of knowledge].