Package: tidyvpc 1.5.2
James Craig
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.
Authors:
tidyvpc_1.5.2.tar.gz
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tidyvpc_1.5.2.tgz(r-4.4-any)tidyvpc_1.5.2.tgz(r-4.3-any)
tidyvpc_1.5.2.tar.gz(r-4.5-noble)tidyvpc_1.5.2.tar.gz(r-4.4-noble)
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tidyvpc.pdf |tidyvpc.html✨
tidyvpc/json (API)
NEWS
| # Install 'tidyvpc' in R: |
| install.packages('tidyvpc', repos = c('https://certara.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/certara/tidyvpc/issues
- obs_cat_data - Example observed data with categorical DV
- obs_data - Example observed data with continuous DV
- sim_cat_data - Example simulated data with categorical DV
- sim_data - Example simulated data with continuous DV
Last updated 6 hours agofrom:c0acd97c9d. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 21 2024 |
| R-4.5-win | OK | Nov 21 2024 |
| R-4.5-linux | OK | Nov 21 2024 |
| R-4.4-win | OK | Nov 21 2024 |
| R-4.4-mac | OK | Nov 21 2024 |
| R-4.3-win | OK | Nov 21 2024 |
| R-4.3-mac | OK | Nov 21 2024 |
Exports:bin_by_classIntbin_by_eqcutbin_by_ntilebin_by_pambininfobinlessbinningcensoringcheck_ordercut_atnearestnopredcorrectnpdeobservedpredcorrectsimulatedstratifyvpcstats
Dependencies:classclassIntcliclustercolorspacedata.tablee1071eggfansifarverfastDummiesggplot2gluegridExtragtableisobandKernSmoothlabelinglatticelifecyclemagrittrMASSMatrixMatrixModelsmgcvmunsellnlmepillarpkgconfigproxyquantregR6RColorBrewerrlangscalesSparseMstringistringrsurvivaltibbleutf8vctrsviridisLitewithr
Introduction to categorical VPC
Rendered fromtidyvpc_cat.pdf.asisusingR.rsp::asison Nov 21 2024.Last update: 2024-11-21
Started: 2024-11-21
Introduction to continuous VPC
Rendered fromtidyvpc_cont.pdf.asisusingR.rsp::asison Nov 21 2024.Last update: 2024-11-21
Started: 2024-11-21
tidyvpc with nlmixr2
Rendered fromtidyvpc_nlmixr2.pdf.asisusingR.rsp::asison Nov 21 2024.Last update: 2024-11-21
Started: 2024-11-21
