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DESCRIPTION
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DESCRIPTION
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Package: sure
Type: Package
Title: Surrogate Residuals for Ordinal and General Regression Models
Description: An implementation of the surrogate approach to residuals and
diagnostics for ordinal and general regression models; for details, see Liu
and Zhang (2017, <doi:https://doi.org/10.1080/01621459.2017.1292915>) and Greenwell et al.
(2017, <https://journal.r-project.org/archive/2018/RJ-2018-004/index.html>).
These residuals can be used to construct standard residual plots for model
diagnostics (e.g., residual-vs-fitted value plots, residual-vs-covariate plots,
Q-Q plots, etc.). The package also provides an 'autoplot' function for producing
standard diagnostic plots using 'ggplot2' graphics. The package currently supports
cumulative link models from packages 'MASS', 'ordinal', 'rms', and 'VGAM'.
Support for binary regression models using the standard 'glm' function is also
available.
Version: 0.2.2.9000
Authors@R: c(
person("Brandon", "Greenwell",
email = "[email protected]",
role = c("aut", "cre"),
comment = c(ORCID = "0000-0002-8120-0084")),
person("Brad", "Boehmke",
email = "[email protected]",
role = c("aut"),
comment = c(ORCID = "0000-0002-3611-8516")),
person("Andrew", "McCarthy",
email = "[email protected]",
role = c("aut")),
person("Dungang", "Liu",
email = "[email protected]",
role = c("ctb"))
)
Depends:
R (>= 3.1)
Imports:
ggplot2 (>= 2.2.1),
goftest,
gridExtra,
stats
Suggests:
MASS,
ordinal,
rms,
testthat,
VGAM,
mgcv,
PResiduals,
knitr,
rmarkdown
License: GPL (>= 2)
URL: https://github.com/koalaverse/sure
BugReports: https://github.com/koalaverse/sure/issues
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.0.2
VignetteBuilder: knitr