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Duncan J Watts
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Explanation, Prediction, and Causality: Three Sides of the Same Coin?
Predictive modeling needs pre-registration too
Split-door criterion: Identification of causal effects through auxiliary outcomes
Prediction and explanation in social systems
Exploring limits to prediction in complex social systems
Estimating the causal impact of recommendation systems from observational data
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