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  • Search: subject:"augmented inverse probability of treatment weighted estimator"
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augmented inverse probability of treatment weighted estimator 1 causal inference 1 machine learning 1 mediation 1 targeted minimum loss estimator 1
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CC license 1 Free 1
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research-article 1
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English 1
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Benkeser, David 1 Ran, Jialu 1
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Journal of Causal Inference 1
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Nonparametric inference for interventional effects with multiple mediators
Benkeser, David; Ran, Jialu - In: Journal of Causal Inference 9 (2021) 1, pp. 172-189
Abstract Understanding the pathways whereby an intervention has an effect on an outcome is a common scientific goal. A rich body of literature provides various decompositions of the total intervention effect into pathway-specific effects. Interventional direct and indirect effects provide one...
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