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Robust Statistical Procedures.
Abstract
Background - Why Robust Procedures? Qualitative and Quantitative Robustness, Qualitative Robustness, Quantitative Robustness, Breakdown, Infinitesimal Robustness, Influence Function M-L and R-Estimates, L-Estimates, R-Estimates, Asymptotic Properties of M-Estimates, Asymptotically Efficient M-L, R-Estimates, Scaling Question Asymptotic Minimax Theory, Minimax Asymptotic Bias, Minimax Asymptotic Variance Multiparameter Problems, Generalities, Regression, Robust Covariances - the Affinely Invariant Case, Robust Covariances - the Coordinate Dependent Case Finite Sample Minimax Theory, Robust Tests and Capacities, Finite Sample Minimax Estimation Adaptive Estimates, Adaptive Estimates Robustness - Where Are We Now?, The First Ten Years - Influence Functions and Pseudovalues, Breakdown and Outlier Detection, Studentizing, Shrinking Neighbourhoods, Some Persistent Misunderstandings, Future Directions.
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Citations
Cited by
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Comaniciu, D., & Meer, P. (2002) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/34.1000236 · Cited by 11,305
Principal component analysis: A review and recent developments
Jolliffe, I. T., & Cadima, J. (2016) · Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences · doi:10.1098/rsta.2015.0202 · Cited by 10,117
A meta-analysis of writing instruction for adolescent students
Graham, S., & Perin, D. (2007) · Journal of Educational Psychology · doi:10.1037/0022-0663.99.3.445 · Cited by 1,609
Cook, R. D. (1986) · Journal of the Royal Statistical Society Series B: Statistical Methodology · doi:10.1111/j.2517-6161.1986.tb01398.x · Cited by 1,044
ON MINIMUM ENTROPY DECONVOLUTION
Donoho, D. (1981) · Applied Time Series Analysis II · doi:10.1016/b978-0-12-256420-8.50024-1 · Cited by 472
Metadata
- Authors
- Hogg, R. V., & Huber, P. J.
- Venue
- Journal of the American Statistical Association
- Publisher
- JSTOR
- Published
- 1978-12
- Volume
- 73
- Issue
- 364
- Pages
- 891
- ISSN
- 0162-1459 (ISSN-L)
- OpenAlex
- W1967896758
- Cited by
- 515
- References
- 0
- FWCI
- 25.64
- Type
- journal article
- Language
- en
- Open access
- closed
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- Hogg, R. V., & Huber, P. J. (1978). Robust Statistical Procedures. Journal of the American Statistical Association. https://doi.org/10.2307/2286307
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
