tidyvpc: VPC Percentiles and Prediction Intervals
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.
| Version: | 1.5.2 |
| 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) |
| Published: | 2024-11-21 |
| DOI: | 10.32614/CRAN.package.tidyvpc |
| Author: | Olivier Barriere [aut],
Benjamin Rich [aut],
James Craig  [aut,
cre],
Samer Mouksassi [aut],
Bill Denney [ctb],
Michael Tomashevskiy [ctb],
Kris Jamsen [ctb],
Certara USA, Inc. [cph, fnd] |
| Maintainer: | James Craig <james.craig at certara.com> |
| BugReports: | https://github.com/certara/tidyvpc/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/certara/tidyvpc |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| In views: | Pharmacokinetics |
| CRAN checks: | tidyvpc results |
Documentation:
| Reference manual: | tidyvpc.html , tidyvpc.pdf |
| Vignettes: |
Introduction to categorical VPC (source) Introduction to continuous VPC (source) tidyvpc with nlmixr2 (source) |
Downloads:
| Package source: | tidyvpc_1.5.2.tar.gz |
| Windows binaries: | r-devel: tidyvpc_1.5.2.zip, r-release: tidyvpc_1.5.2.zip, r-oldrel: tidyvpc_1.5.2.zip |
| macOS binaries: | r-release (arm64): tidyvpc_1.5.2.tgz, r-oldrel (arm64): tidyvpc_1.5.2.tgz, r-release (x86_64): tidyvpc_1.5.2.tgz, r-oldrel (x86_64): tidyvpc_1.5.2.tgz |
| Old sources: | tidyvpc archive |
Reverse dependencies:
| Reverse imports: | Certara.VPCResults |
| Reverse suggests: | NMsim, vachette |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=tidyvpc to link to this page.