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It is not possible to directly test whether the unconfoundedness condition is satisfied; a sensitivity analysis following Rosenbaum's (2002) bounding approach helps provide insight.
“Even though it is not possible to directly test whether the unconfoundedness condition is satisfied or not, a sensitivity analysis following, for example, Rosenbaum's (2002) bounding approach helps to provide insight.”
From Does shelter assistance reduce poverty in Afghanistan (2015) · cites this paper as Rosenbaum's (2002)
To assess the robustness of our results, we conduct a sensitivity analysis following Rosenbaum's (2002) bounding approach.
“To assess the robustness of our results in this regard we conduct a sensitivity analysis following Rosenbaum's (2002) bounding approach.”
From Does shelter assistance reduce poverty in Afghanistan (2015) · cites this paper as Rosenbaum's (2002)
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- Authors
- Rosenbaum, P. R.
- Affiliations
- University of Pennsylvania (US)
- Corresponding author
- Rosenbaum, Paul R.
- ORCID
- Rosenbaum, Paul R.
- Venue
- Springer Series in Statistics
- Publisher
- Springer New York
- Published
- 2002
- Pages
- 1-17
- ISSN
- 0172-7397 (ISSN-L)
- OpenAlex
- W4234209132
- Cited by
- 484
- References
- 0
- Citations by year
- 2026: 8 · 2025: 21 · 2024: 22 · 2023: 26 · 2022: 21 · 2021: 41 · 2020: 35 · 2019: 44 · 2018: 36 · 2017: 37 · 2016: 24 · 2015: 22 · 2014: 25 · 2013: 18 · 2012: 23
- FWCI
- 17.44
- Type
- book chapter
- Language
- en
- Open access
- closed
- Locations
- Springer series in statistics (publishedVersion)
- Topics
- Physical Sciences › Mathematics › Statistics and Probability › Advanced Causal Inference Techniques
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Epidemiology
- Social Sciences › Decision Sciences › Management Science and Operations Research › Optimal Experimental Design Methods
- Keywords
- observational studies, causal inference, smoking and lung cancer, history of statistics
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
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