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Elastic-Net 1 LARS 1 Linear regression 1 Smooth Lasso 1 VISA algorithm 1 Variable selection 1
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Mkhadri, Abdallah 1 Ouhourane, Mohamed 1
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Computational Statistics & Data Analysis 1
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An extended variable inclusion and shrinkage algorithm for correlated variables
Mkhadri, Abdallah; Ouhourane, Mohamed - In: Computational Statistics & Data Analysis 57 (2013) 1, pp. 631-644
avoiding the overshrinkage of a Lasso-type estimator. It combines the idea of the VISA algorithm which avoids the overshrinkage … limitation of the grouping effect of Lasso in high dimension. It is based on a modified VISA algorithm, so it is also …
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