Uma série de palestras interessantes do Sackler Big Data Colloquium:

Hal Varian: Causal Inference, Econometrics, and Big Data

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Leo Bottou: Causal Reasoning and Learning Systems

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David Madigan: Honest Inference From Observational Database Studies

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Susan Athey: Estimating Heterogeneous Treatment Effects Using Machine Learning in Observational Studies