Discussion to least angle regression ## AbstractThis paper is a discussion about the least angle regression algorithm proposed by Efron et al. In particular, we interprete their Mallows type model selection criterion as a least squares penalized criterion with a random penalty and show the connection with the works of Birgé and Massart on the topic.
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