Principal Stratification -- a Goal or a Tool?
Principal stratification has recently become a popular tool to address certain causal inference questions, particularly in dealing with post-randomization factors in randomized trials. Here, we analyze the conceptual basis for this framework and invite response to clarify the value of principal stratification in estimating causal effects of interest.
- Location
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Deutsche Nationalbibliothek Frankfurt am Main
- Extent
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Online-Ressource
- Language
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Englisch
- Bibliographic citation
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Principal Stratification -- a Goal or a Tool? ; volume:7 ; number:1 ; year:2011 ; pages:1-13
The international journal of biostatistics ; 7, Heft 1 (2011), 1-13
- Creator
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Pearl, Judea
- DOI
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10.2202/1557-4679.1322
- URN
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urn:nbn:de:101:1-2502190355578.525931433608
- Rights
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Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.
- Last update
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15.08.2025, 7:25 AM CEST
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Associated
- Pearl, Judea
Other Objects (12)
Commentary on "Principal Stratification -- a Goal or a Tool?" by Judea Pearl
Principal Stratification -- Uses and Limitations
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Evaluation of Language Training Programs in Luxembourg using Principal Stratification
Evaluation of Language Training Programs in Luxembourg Using Principal Stratification
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Estimating causal effects of community health financing via principal stratification
Principal Stratification and Attribution Prohibition: Good Ideas Taken Too Far
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Clarifying the Role of Principal Stratification in the Paired Availability Design
Commentary on "Principal Stratification -- a Goal or a Tool?" by Judea Pearl
Principal Stratification -- Uses and Limitations
Response to Pearl's Comments on Principal Stratification
Reaction to Pearl's Critique of Principal Stratification
Invited Commentary on Pearl and Principal Stratification
Evaluation of Language Training Programs in Luxembourg using Principal Stratification
Evaluation of Language Training Programs in Luxembourg Using Principal Stratification
On rare variants in principal component analysis of population stratification
Estimating causal effects of community health financing via principal stratification
Principal Stratification and Attribution Prohibition: Good Ideas Taken Too Far
Introducing Deliberative Democracy: A Goal, a Tool, or Just a Context? 1
Clarifying the Role of Principal Stratification in the Paired Availability Design
Commentary on "Principal Stratification -- a Goal or a Tool?" by Judea Pearl
Principal Stratification -- Uses and Limitations
Response to Pearl's Comments on Principal Stratification
Reaction to Pearl's Critique of Principal Stratification
Invited Commentary on Pearl and Principal Stratification
Evaluation of Language Training Programs in Luxembourg using Principal Stratification
Evaluation of Language Training Programs in Luxembourg Using Principal Stratification
On rare variants in principal component analysis of population stratification
Estimating causal effects of community health financing via principal stratification
Principal Stratification and Attribution Prohibition: Good Ideas Taken Too Far
Introducing Deliberative Democracy: A Goal, a Tool, or Just a Context? 1