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Using causal diagrams to guide analysis in missing data problems

✍ Scribed by Daniel, R. M.; Kenward, M. G.; Cousens, S. N.; De Stavola, B. L.


Book ID
127229106
Publisher
SAGE Publications
Year
2011
Tongue
English
Weight
351 KB
Volume
21
Category
Article
ISSN
0962-2802

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Using causal diagrams to guide analysis
✍ Daniel, R. M.; Kenward, M. G.; Cousens, S. N.; De Stavola, B. L. πŸ“‚ Article πŸ“… 2011 πŸ› SAGE Publications 🌐 English βš– 351 KB

Estimating causal effects from incomplete data requires additional and inherently untestable assumptions regarding the mechanism giving rise to the missing data. We show that using causal diagrams to represent these additional assumptions both complements and clarifies some of the central issues in