You are using an informal shrinkage method. It is much better to use penalized maximum likelihood estimation, built in to lrm.

If you really want to go the informal route, compute the linear predictor from your final estimates and use ols( ) to predict that from the component variables (you'll get an R^2 of 1.0 so specify sigma= to ols) and use nomogram on the result.

Frank


--
Frank E Harrell Jr Professor and Chairman      School of Medicine
                   Department of Biostatistics Vanderbilt University

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