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Statistical analysis is here used in the development of a practical dishwashing test for detergents. Mr Pugh gives a nomogram for assisting in testing the significance of results, and 'power curves' for showing what difference in performance can be significant for a given number of tests, or alternatively how many tests are required to make a given difference significant.