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- W3140507141 abstract "In this paper, we use generalized influence function and generalized Cook distance to measure the local influence of minor perturbation on the modified ridge regression estimator in ridge type linear regression model. The diagnostics under the perturbation of constant variance and individual explanatory variables are obtained when multicollinearity presents among the regressors. Also we proposed a statistic that reveals the influential cases for Mallow’s method which is used to choose modified ridge regression estimator biasing parameter. Two real data sets are used to illustrate our methodologies." @default.
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- W3140507141 date "2021-04-05" @default.
- W3140507141 modified "2023-10-16" @default.
- W3140507141 title "Measuring Local Influential Observations in Modified Ridge Regression" @default.
- W3140507141 doi "https://doi.org/10.6339/jds.201107_09(3).0004" @default.
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