Partial Identification of Probability Distributions
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Causal information can sometimes be recovered despite direct selection on the outcome when certain constraints are imposed on the data.
“We note that the recovery of causal information despite direct selection on the outcome is sometimes possible if certain constraints can be imposed on the data.”
From Endogenous Selection Bias: The Problem of Conditioning on a Collider Variable (2014) · cites this paper as Manski 2003
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A More Credible Approach to Parallel Trends
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Endogenous Selection Bias: The Problem of Conditioning on a Collider Variable
Elwert, F., & Winship, C. (2014) · Annual Review of Sociology · doi:10.1146/annurev-soc-071913-043455 · Cited by 1,168 · see citing works
The economics of reproducibility in preclinical research
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Swanson, S. A., Hernán, M. A., Miller, M., Robins, J. M., & Richardson, T. S. (2018) · Journal of the American Statistical Association · doi:10.1080/01621459.2018.1434530 · Cited by 93 · see citing works
Measuring Self-Reported Wrongful Convictions Among Prisoners
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Communicating uncertainty in policy analysis
Manski, C. F. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1722389115 · Cited by 78 · see citing works
Ternovski, J., Kalla, J., & Aronow, P. M. (2021) · doi:10.31219/osf.io/dta97 · Cited by 37 · see citing works
- Authors
- Manski, C. F.
- Affiliations
- Northwestern University (US)
- Corresponding author
- Charles F. Manski
- ORCID
- Charles F. Manski
- Venue
- Springer Series in Statistics
- Publisher
- Springer-Verlag
- Published
- 2003
- OpenAlex
- W1544362532
- Cited by
- 698
- References
- 0
- Citations by year
- 2026: 9 · 2025: 9 · 2024: 20 · 2023: 28 · 2022: 38 · 2021: 37 · 2020: 43 · 2019: 28 · 2018: 37 · 2017: 40 · 2016: 27 · 2015: 35 · 2014: 42 · 2013: 44 · 2012: 34
- FWCI
- 4.52
- Type
- book
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Springer eBooks (publishedVersion)
- International Linear Collider (submittedVersion)
- Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B)) (submittedVersion)
- Topics
- Physical Sciences › Mathematics › Statistics and Probability › Probability and Statistical Research
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Distribution Estimation and Applications
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Inference
- Keywords
- partial identification, probability distributions, population inference, sampling process, statistical inference
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.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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