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Towards optimal experimentation in online systems

The Unofficial Google Data Science Blog

However, if we experiment with both parameters at the same time we will learn something about interactions between these system parameters. Interactions between parameters in different YouTube recommendation subsystems definitely exist, but important interactions and quadratic effects seem relatively rare. Lehmann and J.P.