Chunk #57 — 5 Timings — 5.2 Lasso-logistic regression

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Regularization Paths for Generalized Linear Models via Coordinate Descent.

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Again we see that glmnet is the clear winner: it slows down a little under high correlation. The computation seems to be roughly linear in N, but grows faster than linear in p.