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- W2963446467 abstract "The do-calculus was developed in 1995 to facilitate the identification of causal effects in non-parametric models. The completeness proofs of [Huang and Valtorta, 2006] and [Shpitser and Pearl, 2006] and the graphical criteria of [Tian and Shpitser, 2010] have laid this identification problem to rest. Recent explorations unveil the usefulness of the do-calculus in three additional areas : mediation analysis [Pearl, 2012], transportability [Pearl and Bareinboim, 2011] and meta-synthesis. Meta-synthesis (freshly coined) is the task of fusing empirical results from several diverse studies, conducted on heterogeneous populations and under different conditions, so as to synthesize an estimate of a causal relation in some target environment, potentially different from those under study. The talk surveys these results with emphasis on the challenges posed by meta-synthesis. For background material, see (http://bayes.cs.ucla.edu/csl_papers.html)." @default.
- W2963446467 created "2019-07-30" @default.
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- W2963446467 date "2012-08-14" @default.
- W2963446467 modified "2023-09-23" @default.
- W2963446467 title "The do -calculus revisited" @default.
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