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Quantifying causal influences

Dominik Janzing, David Balduzzi, Moritz Grosse-Wentrup, Bernhard Schölkopf · 2013 · DOI 10.1214/13-aos1145

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Causal Density Functions

stat.ME · 2026-05-30 · unverdicted · novelty 5.0

Causal density functions are Radon-Nikodym derivatives serving as local density ratios between do and obs distributions, allowing observational expectations reweighted by the ratio to reproduce interventional ones.

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  • Causal Density Functions stat.ME · 2026-05-30 · unverdicted · none · ref 8

    Causal density functions are Radon-Nikodym derivatives serving as local density ratios between do and obs distributions, allowing observational expectations reweighted by the ratio to reproduce interventional ones.