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- W2625488082 abstract "For a linear regression, the traditional technique deals with a case where the number of observations n are more than the number of predictors variables p (n>p). In the case n<p, the classical method fails to estimate the coefficients. A solution of this problem in the case of correlated predictors is provided in this book. A new regularization and variable selection is proposed under the name of Sparse Ridge Fusion (SRF). In the case of highly correlated predictor (grouping effect), The simulated examples and a real data show that the SRF always outperforms than the lasso, elastic net, and the S-Lasso, also the results show that the SRF selects more predictor variables than the sample size n while the maximum selected variables by lasso is n size." @default.
- W2625488082 created "2017-06-23" @default.
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- W2625488082 date "2015-06-30" @default.
- W2625488082 modified "2023-09-27" @default.
- W2625488082 title "Sparse Ridge Fusion For Linear Regression" @default.
- W2625488082 hasPublicationYear "2015" @default.
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