This package outputs probability-scale residuals from multiple models and computes residual correlation. Probability-scale residual can be computed for continuous, ordinal, binary, count, and time-to-event data (although the current implementation is only for ordinal variables). Plots of probability-scale residuals can be useful for model diagnostics. Residual correlation can be used to test for conditional independence between multiple types of variables.
Bryan Shepherd bryan.shepherd@vanderbilt.edu
Chun Li cxl791@case.edu
Qi Liu qi.liu4@merck.com
Charles Dupont charles.dupont@vanderbilt.edu
Jeffrey Horner jeffrey.horner@vanderbilt.edu
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