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DESCRIPTION
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DESCRIPTION
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Package: tidyvpc
Type: Package
Title: VPC Percentiles and Prediction Intervals
Version: 1.5.2
Authors@R: c(
person("Olivier", "Barriere", email = "olivier.barriere@gmail.com",
role = c("aut")),
person("Benjamin", "Rich", email = "mail@benjaminrich.net",
role = c("aut")),
person("James", "Craig", email = "james.craig@certara.com",
role = c("aut", "cre"),
comment = c(ORCID = "0000-0003-1757-9234")),
person("Samer", "Mouksassi", email = "samermouksassi@gmail.com",
role = c("aut")),
person("Bill", "Denney", email="wdenney@humanpredictions.com",
role="ctb",
comment=c(ORCID="0000-0002-5759-428X")),
person("Michael", "Tomashevskiy", email = "michael.tomashevskiy@certara.com",
role = c("ctb")),
person("Kris", "Jamsen",
role = c("ctb")),
person("Certara USA, Inc.", role = c("cph","fnd"))
)
Description: Perform a Visual Predictive Check (VPC), while accounting for
stratification, censoring, and prediction correction. Using piping from
'magrittr', the intuitive syntax gives users a flexible and powerful method
to generate VPCs using both traditional binning and a new binless approach
Jamsen et al. (2018) <doi:10.1002/psp4.12319> with Additive Quantile
Regression (AQR) and Locally Estimated Scatterplot Smoothing (LOESS)
prediction correction.
URL: https://github.com/certara/tidyvpc
BugReports: https://github.com/certara/tidyvpc/issues
Depends:
R (>= 3.5.0),
Imports:
data.table (>= 1.9.8),
magrittr,
quantreg (>= 5.51),
rlang (>= 0.3.0),
methods,
mgcv,
classInt,
cluster,
ggplot2,
stats,
fastDummies,
utils,
egg
Suggests:
dplyr,
KernSmooth,
knitr,
R.rsp,
nlmixr2,
shiny,
remotes,
vpc,
rmarkdown,
testthat (>= 2.1.0),
vdiffr (>= 1.0.0)
License: MIT + file LICENSE
LazyData: true
Encoding: UTF-8
VignetteBuilder: R.rsp
RoxygenNote: 7.3.2