codeberg-zeileis. To fix this you can add URL: https://zeileis.r-universe.dev/topmodels to the package DESCRIPTION file. See also theR-universe documentation.Package: topmodels 0.3-0
topmodels: Infrastructure for Forecasting and Assessment of Probabilistic Models
Unified infrastructure for probabilistic models and distributional regressions: Probabilistic forecasting of in-sample and out-of-sample of probabilities, densities, quantiles, and moments. Probabilistic residuals and scoring via log-score (or log-likelihood), (continuous) ranked probability score, etc. Diagnostic graphics like rootograms, PIT histograms, (randomized) quantile residual Q-Q plots, and reliagrams (reliability diagrams).
Authors:
topmodels_0.3-0.tar.gz
topmodels_0.3-0.zip(r-4.7-any)topmodels_0.3-0.zip(r-4.6-any)topmodels_0.3-0.zip(r-4.5-any)
topmodels_0.3-0.tgz(r-4.6-any)topmodels_0.3-0.tgz(r-4.5-any)
topmodels_0.3-0.tar.gz(r-4.7-any)topmodels_0.3-0.tar.gz(r-4.6-any)
topmodels_0.3-0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
topmodels/json (API)
| # Install 'topmodels' in R: |
| install.packages('topmodels', repos = c('https://zeileis.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://codeberg.org/zeileis/topmodels
- SerumPotassium - Serum Potassium Levels
- VolcanoHeights - Tukey's Volcano Heights
Last updated from:5870b23888. Checks:2 ERROR, 7 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | ERROR | 184 | ||
| source / vignettes | OK | 199 | ||
| linux-release | OK | 183 | ||
| macos-release | OK | 159 | ||
| macos-oldrel | OK | 180 | ||
| windows-devel | ERROR | 193 | ||
| windows-release | OK | 158 | ||
| windows-oldrel | OK | 154 | ||
| wasm-release | OK | 112 |
Exports:geom_pithistgeom_pithist_confintgeom_pithist_expectedgeom_pithist_simintgeom_qqrplotgeom_qqrplot_confintgeom_qqrplot_refgeom_qqrplot_simintgeom_rootogramgeom_rootogram_confintgeom_rootogram_expectedgeom_rootogram_refGeomPithistGeomPithistConfintGeomPithistExpectedGeomPithistSimintGeomQqrplotGeomQqrplotConfintGeomQqrplotRefGeomQqrplotSimintGeomRootogramGeomRootogramConfintGeomRootogramExpectedGeomRootogramRefnewresponsepithistprocastpromodelproresidualsproscoreqqrplotreliagramrootogramstat_pithiststat_pithist_confintstat_pithist_expectedstat_pithist_simintstat_qqrplot_confintstat_qqrplot_refstat_qqrplot_simintstat_rootogramstat_rootogram_confintstat_rootogram_expectedStatPithistStatPithistConfintStatPithistExpectedStatPithistSimintStatQqrplotConfintStatQqrplotRefStatQqrplotSimintStatRootogramStatRootogramConfintStatRootogramExpectedtopmodelswormplot
Dependencies:clicolorspacecpp11distributions3farverggplot2gluegtableisobandlabelinglifecycleR6RColorBrewerrlangS7scalesvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| 'geom_*' and 'stat_*' for Producing Quantile Residual Q-Q Plots with `ggplot2` | GeomQqrplot GeomQqrplotConfint GeomQqrplotRef GeomQqrplotSimint geom_qqrplot geom_qqrplot_confint geom_qqrplot_ref geom_qqrplot_simint StatQqrplotConfint StatQqrplotRef StatQqrplotSimint stat_qqrplot_confint stat_qqrplot_ref stat_qqrplot_simint |
| Extract Observed Responses from New Data | newresponse newresponse.default newresponse.distribution newresponse.glm |
| PIT Histograms for Assessing Goodness of Fit of Probability Models | c.pithist pithist pithist.default rbind.pithist |
| S3 Methods for Plotting PIT Histograms | autoplot.pithist lines.pithist plot.pithist |
| S3 Methods for Plotting Q-Q Residuals Plots | autoplot.qqrplot plot.qqrplot points.qqrplot |
| S3 Methods for a Reliagram (Extended Reliability Diagram) | autoplot.reliagram lines.reliagram plot.reliagram |
| S3 Methods for Plotting Rootograms | autoplot.rootogram plot.rootogram |
| Procast: Probabilistic Forecasting | procast procast.bamlss procast.default procast.disttree procast.glm procast.lm procast.negbin |
| Predictions and Residuals Dispatch for Probabilistic Models | predict.promodel promodel residuals.promodel |
| Residuals for Probabilistic Regression Models | proresiduals proresiduals.default |
| Scoring Probabilistic Forecasts | proscore proscore.default |
| Q-Q Plots for Quantile Residuals | c.qqrplot qqrplot qqrplot.default |
| Reliagram (Extended Reliability Diagram) | c.reliagram reliagram reliagram.default |
| Rootograms for Assessing Goodness of Fit of Probability Models | c.rootogram rbind.rootogram rootogram rootogram.default |
| Serum Potassium Levels | SerumPotassium |
| 'geom_*' and 'stat_*' for Producing PIT Histograms with `ggplot2` | GeomPithist GeomPithistConfint GeomPithistExpected GeomPithistSimint geom_pithist geom_pithist_confint geom_pithist_expected geom_pithist_simint StatPithist StatPithistConfint StatPithistExpected StatPithistSimint stat_pithist stat_pithist_confint stat_pithist_expected stat_pithist_simint |
| 'geom_*' and 'stat_*' for Producing Rootograms with `ggplot2` | GeomRootogram GeomRootogramConfint GeomRootogramExpected GeomRootogramRef geom_rootogram geom_rootogram_confint geom_rootogram_expected geom_rootogram_ref StatRootogram StatRootogramConfint StatRootogramExpected stat_rootogram stat_rootogram_confint stat_rootogram_expected |
| Plotting Graphical Evaluation Tools for Probabilistic Models | topmodels |
| Tukey's Volcano Heights | VolcanoHeights |
| Worm Plots for Quantile Residuals | wormplot wormplot.default |