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Experiment design and modeling for long-term studies in ads

The Unofficial Google Data Science Blog

This is essentially the same as finding a truly useful objective to optimize. 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].