With the use of the LARS algorithm, a path of solutions corresponding to a sequence of the regularization parameter can be obtained for LASSO (or even the elastic net, a hybrid between LASSO and ridge) at the cost of one linear regression. In terms of computational speed LASSO seems to have beaten ridge regression, the solution of which needs to be computed individually, at the cost of one linear regression, for each regularization parameter. Is there any efficient method to compute a path of solutions for ridge regression corresponding to a sequence of the regularization parameter? Thanks.

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