PResiduals-package {PResiduals}

Computes probability-scale residuals and residual correlations.

Description

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.

Author(s)

Bryan Shepherd [e-mail]

Chun Li [e-mail]

Qi Liu [e-mail]

Charles Dupont [e-mail]

Jeffrey Horner [e-mail]