"Imagine a can opener"--the magic of principal stratum analysis

Int J Biostat. 2012 Jul 23;8(1):19. doi: 10.1515/1557-4679.1391.

Abstract

Abstract 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.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Causality
  • Data Interpretation, Statistical*
  • Humans
  • Mendelian Randomization Analysis
  • Models, Statistical