Experimental Learning

Abstract:Learning opportunities, or experiments, can occur by design or unexpectedly at any time. These experiments can be designed with different goals in mind, and for each type of goal, there are powerful tools and design paradigms that can assist in finding the right information. Classic design of experiments approaches include fractional factorial design and orthogonal arrays, but there are new methods that can estimate effects, predict responses and minimize variance in predictions. These tools include optimal designs like D-optimality, I-optimality and …

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