The determination of values, even repeated measurements of a certain dimension of a single inanimate article, is subject to errors or lack of precision. Likewise, in the mass production of articles designed to be alike, determination of a certain dimension or attribute of each article produced yields a series of values differing from unit to unit. If these values are plotted as a frequency distribution, they describe a pattern characteristic of the process under consideration. Every process, no matter now rigorous the attempt to control it, is subject to inherent variability, and the pattern of variability for each process is unique unto itself. When any change from the basic pattern occurs, some new source of variability must have entered the process. The methods of quality control are based on this principle. Prior to World War II, Shewhart (1931, 1939) and Pearson (1935) studied the application of statistical methods to problems pertaining to the control of variability of manufactured articles and introduced' the basic techniques of modern quality control. The urgent demand for testing procedures combining accuracy and economy, occasioned by the accelerated production schedules of