sure package provides surrogate-based residuals for fitted ordinal
and general (e.g., binary) regression models of class
The development version can be found on GitHub:
https://github.com/AFIT-R/sure. As of right now,
sure exports the
resids - construct (surrogate-based) residuals;
autoplot - plot diagnostics using
gof - simulate p-values from a goodness-of-fit test.
Liu, Dungang and Zhang, Heping. Residuals and Diagnostics for Ordinal Regression Models: A Surrogate Approach. Journal of the American Statistical Association (accepted).
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