An R package for constructing SUrrogate-based REsiduals and diagnostics for ordinal and general regression models; based on the approach described in Dungang and Zhang (2017).
sure package is currently listed on CRAN and can easily be installed:
# Install from CRAN (recommended) install.packages("sure") # Alternatively, install the development version from GitHub if (!requireNamespace("devtools")) install.packages("devtools") devtools::install_github("AFIT-R/sure")
Liu, Dungang and Zhang, Heping. Residuals and Diagnostics for Ordinal Regression Models: A Surrogate Approach. Journal of the American Statistical Association (accepted). URL http://www.tandfonline.com/doi/abs/10.1080/01621459.2017.1292915?journalCode=uasa20