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The benefits of applying the design of experiment (DOE) approach are discussed in this paper. A case study, utilizing the factorial statistical experimental design for screening factors and response surface methodology for establishing dose-response, is presented. The DOE method for practical application in drinking water study is introduced; however, the paper does not discuss the details of DOE fundamentals, designs, and analysis. Includes 8 references, tables, figures.