Beyond Click Scores: Causal ML to Find Users Who Change

Most product teams start with correlation. They build a model that predicts who will click, buy, or return, and then they point promotions or notifications at those people. This looks clever on a ...
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Causal Loop Diagrams: Little Known Analytical Tool

Causal loop diagrams are visual aids for analyzing relationships between variables. They can serve as a means of identifying ...
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Brief Report: Repair of Partly Misspecified Causal Diagrams

Errors in causal diagrams elicited from experts can lead to the omission of important confounding variables from adjustment sets and render causal inferences invalid. In this report, a novel method is ...
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Biomechanical and psychosocial exposures are independent risk factors for carpal tunnel syndrome: assessment of confounding using causal diagrams

Carisa Harris-Adamson, Ellen A Eisen, Andreas Neophytou, Jay Kapellusch, Arun Garg, Kurt T Hegmann, Matthew S Thiese, Ann Marie Dale, Bradley Evanoff, Stephen Bao, Barbara Silverstein, Fred Gerr, ...