A Component Lasso

18 Nov 2013Nadine HussamiRobert Tibshirani

We propose a new sparse regression method called the component lasso, based on a simple idea. The method uses the connected-components structure of the sample covariance matrix to split the problem into smaller ones... (read more)

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