Penalized Logistic Regression

Last week I gave a seminar at my work place on the advantages of using penalized logistic regression methods (such as the LASSO, elastic net, etc.) over the standard maximum likelihood approach. The target audience was genetic epidemiologists who have some practical knowledge of fitting logistic models, but may not be aware of the recent theoretical work in the area. The slides from the seminar are now available from the Publications page.

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