2004Shuxue de shijian yu renshiRequires access

The Generalization of the Method to Determine K in Ridge Regression

Mingjin Wang

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Abstract

The author gives a new successive iteration method to determine ridge parameter k. The mean square error of ridge estimator can be decreased by means of changing ridge parameter. The method has improved the Hoerl—kennard formula.

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What this paper is about

The author gives a new successive iteration method to determine ridge parameter k. The mean square error of ridge estimator can be decreased by means of changing ridge parameter. The method has improved the Hoerl—kennard formula.

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Available abstract

The author gives a new successive iteration method to determine ridge parameter k. The mean square error of ridge estimator can be decreased by means of changing ridge parameter. The method has improved the Hoerl—kennard formula.

Key concepts: Ridge, Estimator, Mathematics, Generalization, Mean squared error, Statistics, Regression, Regression analysis

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