Automated versus do-it-yourself methods for causal inference: Lessons learned from a data analysis competition
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Automated causal inference in application to randomized controlled clinical trials nature.com
Nature Machine Intelligence, 2022. [All Versions]. Randomized controlled trials (RCTs) are considered the gold standard for testing causal hypotheses in the clinical domain; however, the investigation of prognostic variables of patient outcome in a hypothesized cause–effect…
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Predictive and Diagnostic Learning Within Causal Models: Asymmetries in Cue Competition psych.uni-goettingen.de
Journal of Experimental Psychology, 1992. [All Versions]. Experimental evidences for distincting causality and association.
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Causal Inference for Data Science manning.com
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A Probabilistic Theory of Abductive Reasoning scitepress.org
ICAART, 2021. [All Versions]. A probabilistic perspective for interpreting Abductive Reasoning.
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