Finite Sample Properties of Ridge Estimators

作者: T. D. Dwivedi , V. K. Srivastava , R. L. Hall

DOI: 10.1080/00401706.1980.10486136

关键词:

摘要: This paper derives the exact expressions for first two moments of a generalized ridge estimator employing initial choice characterizing scalars as recommended by Hoer1 and Kermard (1970a). A numerical comparison relative bias, mean squared error efficiency with respect to ordinary least squares is also presented.

参考文章(4)
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Arthur E. Hoerl, Robert W. Kennard, Ridge regression: biased estimation for nonorthogonal problems Technometrics. ,vol. 42, pp. 80- 86 ,(2000) , 10.2307/1271436
William J. Hemmerle, An Explicit Solution for Generalized Ridge Regression Technometrics. ,vol. 17, pp. 309- 314 ,(1975) , 10.1080/00401706.1975.10489333