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Experiment design and modeling for long-term studies in ads

The Unofficial Google Data Science Blog

A/B testing is used widely in information technology companies to guide product development and improvements. accounting for effects "orthogonal" to the randomization used in experimentation. Recently, we presented some basic insights from our effort to measure and predict long-term effects at KDD 2015 [1].