Unlocking the Secrets of Experimental Design: Maximizing Information in Fewer Runs
The chapter discusses how factorial designs help understand how different factors affect outcomes in experiments. By varying factors in a systematic way, researchers can see how each factor influences the results, both alone and in combination with others. In a two-level factorial design, each factor is tested at two levels, while in a three-level design, each factor is tested at three levels. This method allows researchers to pinpoint the impact of each factor on the outcome, even when other factors are changing.