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The International Journal of Biostatistics

Ed. by Chambaz, Antoine / Hubbard, Alan E. / van der Laan, Mark J.

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"Imagine a Can Opener"--The Magic of Principal Stratum Analysis

Philip Dawid
  • University of Cambridge
/ Vanessa Didelez
  • University of Bristol
Published Online: 2012-07-23 | DOI: https://doi.org/10.1515/1557-4679.1391


We extend Pearl's criticisms of principal stratification analysis as a method for interpreting and adjusting for intermediate variables in a causal analysis. We argue that this can be meaningful only in those rare cases that involve strong functional dependence, and even then may not be appropriate.

Keywords: causal inference; principal stratification; instrumental variables

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Published Online: 2012-07-23

Citation Information: The International Journal of Biostatistics, ISSN (Online) 1557-4679, DOI: https://doi.org/10.1515/1557-4679.1391. Export Citation

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A. Philip Dawid
Annual Review of Statistics and Its Application, 2015, Volume 2, Number 1, Page 273

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