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Causal inference, probability theory, and graphical insights

✍ Scribed by Baker, Stuart G.


Book ID
121199570
Publisher
John Wiley and Sons
Year
2013
Tongue
English
Weight
646 KB
Volume
32
Category
Article
ISSN
0277-6715

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Sensitivity analysis for causal inferenc
✍ Changyu Shen; Xiaochun Li; Lingling Li; Martin C. Were πŸ“‚ Article πŸ“… 2011 πŸ› John Wiley and Sons 🌐 English βš– 340 KB πŸ‘ 1 views

## Abstract Evaluation of impact of potential uncontrolled confounding is an important component for causal inference based on observational studies. In this article, we introduce a general framework of sensitivity analysis that is based on inverse probability weighting. We propose a general method