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I'm not sure how lassopack works, but there are some interesting/complicated issues with using a Lasso and binary outcomes (for example, with a logistic model). I ran into some problems with this in the course of writing this paper. I provide some documentation and methods that go along with the paper here.
Hope that helps and I'd be happy to discuss further if you're interested.
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