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Some Comments on C p
Abstract
We discuss the interpretation of C p -plots and show how they can be calibrated in several ways. We comment on the practice of using the display as a basis for formal selection of a subset-regression model, and extend the range of application of the device to encompass arbitrary linear estimates of the regression coefficients, for example Ridge estimates.
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Cited by
Efron, B., Hastie, T., Johnstone, I., & Tibshirani, R. (2004) · The Annals of Statistics · doi:10.1214/009053604000000067 · Cited by 9,357
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Arlot, S., & Celisse, A. (2010) · Statistics Surveys · doi:10.1214/09-ss054 · Cited by 3,522
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests
Wager, S., & Athey, S. (2018) · Journal of the American Statistical Association · doi:10.1080/01621459.2017.1319839 · Cited by 2,917
Model selection for ecologists: the worldviews of AIC and BIC
Aho, K., Derryberry, D., & Peterson, T. (2014) · Ecology · doi:10.1890/13-1452.1 · Cited by 1,165
Comparison of Stopping Rules in Forward “Stepwise” Regression
Bendel, R. B., & Afifi, A. A. (1977) · Journal of the American Statistical Association · doi:10.1080/01621459.1977.10479905 · Cited by 885
Sun, S. S., Chumlea, W. C., Heymsfield, S. B., Lukaski, H. C., Schoeller, D., Friedl, K., Kuczmarski, R. J., Flegal, K. M., Johnson, C. L., & Hubbard, V. S. (2003) · The American Journal of Clinical Nutrition · doi:10.1093/ajcn/77.2.331 · Cited by 692
Default Bayes Factors for Model Selection in Regression
Rouder, J. N., & Morey, R. D. (2012) · Multivariate Behavioral Research · doi:10.1080/00273171.2012.734737 · Cited by 477
The Practical Implementation of Bayesian Model Selection
Chipman, H., George, E. I., & McCulloch, R. E. (2001) · Institute of Mathematical Statistics Lecture Notes - Monograph Series · doi:10.1214/lnms/1215540964 · Cited by 416
Rush, E. C., Puniani, K., Valencia, M. E., Davies, P. S. W., & Plank, L. D. (2003) · European Journal of Clinical Nutrition · doi:10.1038/sj.ejcn.1601701 · Cited by 134
Deep Learning: A Bayesian Perspective
Polson, N. G., & Sokolov, V. (2017) · Bayesian Analysis · doi:10.1214/17-ba1082 · Cited by 120
Prediction of Fatness by Standing 8‐Electrode Bioimpedance: A Multiethnic Adolescent Population
Sluyter, J. D., Schaaf, D., Scragg, R. K. R., & Plank, L. D. (2010) · Obesity · doi:10.1038/oby.2009.166 · Cited by 85
Rush, E. C., Chandu, V, & Plank, L. D. (2006) · International Journal of Obesity · doi:10.1038/sj.ijo.0803230 · Cited by 64
Metadata
- Authors
- Mallows, C. L.
- Venue
- Technometrics
- Publisher
- Informa UK Limited
- Published
- 1973-11
- Volume
- 15
- Issue
- 4
- Pages
- 661-675
- ISSN
- 0040-1706 (ISSN-L)
- 1537-2723
- OpenAlex
- W2259472751
- Cited by
- 427
- References
- 0
- FWCI
- 1.23
- Type
- journal article
- Language
- en
- Open access
- closed
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