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Discussion of ``Least angle regression'' by Efron et al. [math.ST/0406456]

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Least Angle Regression is a promising technique for variable selection applications, offering a nice alternative to stepwise regression. It provides an explanation for the similar behavior of LASSO ($\ell_1$-penalized regression) and…

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