The authors present an exposition of fundamental principles of spectrum analysis and a set of tools which can be used to apply those fundamentals to provide a framework for application to actual NMR data and a basis for the development of new methods. Removes some of the mystery behind the techniques embodied in modern NMR data processing software so that users are better equipped to exploit its full power and to avoid the pitfalls of misapplication or misinterpretation.