The VIF and MSE in Raise Regression
作者： Román Salmerón Gómez , Ainara Rodríguez Sánchez , Catalina García García , José García Pérez
DOI: 10.3390/MATH8040605
关键词:
摘要: … regression is a particular case of the raise regression. This paper presents the extension of the VIF to the raise regression … of the raise regression guarantees a diminishing of the VIF, it …
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George Garrett Judge, Amos Golan, Douglas Miller, Maximum entropy econometrics: robust estimation with limited data Published in <b>1996</b> in Chichester [England] ;New York by Wiley. ,(1996)
José García, Román Salmerón, Catalina García, María del Mar López Martín, Standardization of Variables and Collinearity Diagnostic in Ridge Regression International Statistical Review. ,vol. 84, pp. 245- 266 ,(2016) , 10.1111/INSR.12099
W. James, Charles Stein, Estimation with Quadratic Loss Proceedings of the Fourth Berkeley Symposium on Mathematical Statistics and Probability, Volume 1: Contributions to the Theory of Statistics. pp. 443- 460 ,(1992) , 10.1007/978-1-4612-0919-5_30
Sijmen de Jong, SIMPLS: an alternative approach to partial least squares regression Chemometrics and Intelligent Laboratory Systems. ,vol. 18, pp. 251- 263 ,(1993) , 10.1016/0169-7439(93)85002-X
Richard York, Residualization is not the answer: Rethinking how to address multicollinearity Social Science Research. ,vol. 41, pp. 1379- 1386 ,(2012) , 10.1016/J.SSRESEARCH.2012.05.014
M. Carmen Aguilera-Morillo, Ana M. Aguilera, Manuel Escabias, Mariano J. Valderrama, Penalized spline approaches for functional logit regression Test. ,vol. 22, pp. 251- 277 ,(2013) , 10.1007/S11749-012-0307-1
Wenxing Guo, Xiaohui Liu, Shangli Zhang, The principal correlation components estimator and its optimality Statistical Papers. ,vol. 57, pp. 755- 779 ,(2016) , 10.1007/S00362-015-0678-Y
Kazuhiro Ohtani, An MSE comparison of the restricted Stein-rule and minimum mean squared error estimators in regression Test. ,vol. 7, pp. 361- 376 ,(1998) , 10.1007/BF02565118
Feras Sh. M. Batah, M. Revan Özkale, S. D. Gore, Combining Unbiased Ridge and Principal Component Regression Estimators Communications in Statistics-theory and Methods. ,vol. 38, pp. 2201- 2209 ,(2009) , 10.1080/03610920802503396
Arthur E. Hoerl, Robert W. Kennard, Ridge regression: biased estimation for nonorthogonal problems Technometrics. ,vol. 42, pp. 80- 86 ,(2000) , 10.2307/1271436