Response to Pearl's comments on principal stratification
- PMID: 21686084
- PMCID: PMC3114954
- DOI: 10.2202/1557-4679.1330
Response to Pearl's comments on principal stratification
Abstract
Dr. Pearl invites researchers to justify their use of principal stratification. This comment explains how the use of principal stratification simplified a complex mediational problem encountered when evaluating a smoking cessation intervention's effect on reducing smoking withdrawal symptoms.
Keywords: causal inference; mediation; principal stratification; smoking cessation interventions.
Comment on
-
Principal stratification--a goal or a tool?Int J Biostat. 2011 Mar 30;7(1):20. doi: 10.2202/1557-4679.1322. Int J Biostat. 2011. PMID: 21556288 Free PMC article. Review.
Similar articles
-
Commentary on "Principal stratification - a goal or a tool?" by Judea Pearl.Int J Biostat. 2011;7(1):Article 36. doi: 10.2202/1557-4679.1341. Epub 2011 Sep 20. Int J Biostat. 2011. PMID: 22049267 Free PMC article.
-
Clarifying the role of principal stratification in the paired availability design.Int J Biostat. 2011;7(1):25. doi: 10.2202/1557-4679.1338. Epub 2011 May 20. Int J Biostat. 2011. PMID: 21686085 Free PMC article.
-
Principal stratification--a goal or a tool?Int J Biostat. 2011 Mar 30;7(1):20. doi: 10.2202/1557-4679.1322. Int J Biostat. 2011. PMID: 21556288 Free PMC article. Review.
-
A refreshing account of principal stratification.Int J Biostat. 2012;8(1). doi: 10.1515/1557-4679.1380. Int J Biostat. 2012. PMID: 22611592
-
Causality in complex interventions.Med Health Care Philos. 2009 Mar;12(1):77-90. doi: 10.1007/s11019-008-9140-4. Epub 2008 May 9. Med Health Care Philos. 2009. PMID: 18465202 Review.
References
-
- Imai K, Keele L, Yamamoto T. Identification, inference and sensitivity analysis for causal mediation effects. Statistical Science. 2010;25(1):51–71. doi: 10.1214/10-STS321. - DOI
-
- Pearl J. Causality: Models, Reasoning, and Inference. Second Edition. New York: Cambridge University Press; 2009. p. 127.
-
- Rosenbaum PR, Rubin DB. The central role of the propensity score in observational studies for causal effects. Biometrika. 1983;70(1):41–55. doi: 10.1093/biomet/70.1.41. - DOI
Publication types
MeSH terms
Grants and funding
LinkOut - more resources
Full Text Sources