The DOI matches its Crossref record; 14 of the 14 references it cites were found in a registry or an index.
A Note on Computing Robust Regression Estimates via Iteratively Reweighted Least Squares
Abstract
The 1985 SAS User's Guide: Statistics provides a method for computing robust regression estimates using iterative reweighted least squares and the nonlinear regression procedure NLIN. We show that the estimates are asymptotically correct, although the resulting standard errrors are not. We also discuss computation of the estimates.
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Cites
(2005) · Statistics for Biology and Health · doi:10.1007/0-387-27255-0_9 · Cited by 20,133
Barr, A. J. (1979) · Medical Entomology and Zoology · Cited by 7,198
Huber, P. J. (1981) · Wiley Series in Probability and Statistics · doi:10.1002/0471725250 · Cited by 7,066
Robust Statistics: The Approach Based on Influence Functions
Ruppert, D. (1987) · Technometrics · doi:10.2307/1269782 · Cited by 3,880
Self-citationRobust regression using iteratively reweighted least-squares.
Holland, P. W., & Welsch, R. E. (1977) · Communications in Statistics - Theory and Methods · doi:10.1080/03610927708827533 · Cited by 2,115
McCullagh, P., & Nelder, J. A. (1983) · Springer eBooks · doi:10.1007/978-1-4899-3244-0 · Cited by 1,980
Robust Statistics: The Approach Based on Influence Functions.
Jennison, C., Hampel, F. R., Ronchetti, E. M., Rousseeuw, P. J., & Stahel, W. A. (1987) · Journal of the Royal Statistical Society. Series A (General) · doi:10.2307/2981480 · Cited by 1,753
Transformation and Weighting in Regression
Carroll, R. J., & Ruppert, D. (1988) · Springer eBooks · doi:10.1007/978-1-4899-2873-3 · Cited by 1,299
Self-citationTransformation and Weighting in Regression.
Lachenbruch, P. A., Carroll, R. J., & Ruppert, D. (1990) · Journal of the American Statistical Association · doi:10.2307/2289809 · Cited by 1,132
Self-citationScandinavian Journal of Statistics
(2010) · Scandinavian Journal of Statistics · doi:10.1111/(issn)1467-9469 · Cited by 976
Cited by
Iturria-Medina, Y., Sotero, R. C., Toussaint, P. J., Mateos-Pérez, J. M., Evans, A. C., Initiative, T. A. D. N., Weiner, M. W., Aisen, P., Petersen, R., Jack, C. R., et al. (2016) · Nature Communications · doi:10.1038/ncomms11934 · Cited by 1,202
Mutational signatures associated with tobacco smoking in human cancer
Alexandrov, L. B., Ju, Y. S., Haase, K., Van Loo, P., Martincorena, I., Nik-Zainal, S., Totoki, Y., Fujimoto, A., Nakagawa, H., Shibata, T., et al. (2016) · Science · doi:10.1126/science.aag0299 · Cited by 1,100
CEO compensation, diversification, and incentives
Jin, L. (2002) · Journal of Financial Economics · doi:10.1016/s0304-405x(02)00150-2 · Cited by 384
An Introduction to Bootstrap Methods: Examples and Ideas
STINE, R. (1989) · Sociological Methods & Research · doi:10.1177/0049124189018002003 · Cited by 368
ECONOMETRIC MODELS OF ASYMMETRIC PRICE TRANSMISSION
Frey, G., & Manera, M. (2007) · Journal of Economic Surveys · doi:10.1111/j.1467-6419.2007.00507.x · Cited by 357
Metadata
- Authors
- Street, J. O., Carroll, R. J., & Ruppert, D.
- Venue
- The American Statistician
- Publisher
- Informa UK Limited
- Published
- 1988-05
- Volume
- 42
- Issue
- 2
- Pages
- 152-154
- ISSN
- 0003-1305 (ISSN-L)
- 1537-2731
- OpenAlex
- W2018868680
- Cited by
- 362
- References
- 14
- FWCI
- 3.07
- Type
- journal article
- Language
- en
- Open access
- closed
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- Street, J. O., Carroll, R. J., & Ruppert, D. (1988). A Note on Computing Robust Regression Estimates via Iteratively Reweighted Least Squares. The American Statistician. https://doi.org/10.1080/00031305.1988.10475548
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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
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