PResiduals-package: Computes probability-scale residuals and residual...
In PResiduals: 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 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
PResiduals documentation built on June 24, 2021, 9:10 a.m.
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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 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
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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