Introduction | Example Data Set | Steps to construct a nomogram | 1. Fit a competing risks regression model | 2. Summarize and assess model output | 3. Validate model predictions | Generate cross-validated predictions | Compute the concordance index (C-Index) | Assess model calibration | 4. Create the nomogram | Other functions | Generate the model equation | Create "nice" output from cuminc | Calculate predicted probabilities
Package: QHScrnomo 3.0.2.9000
Zajichek Alex
QHScrnomo: Construct Nomograms for Competing Risks Regression Models
Nomograms are constructed to predict the cumulative incidence rate which is calculated after adjusting for competing causes to the event of interest. K-fold cross-validation is implemented to validate predictive accuracy using a competing-risk version of the concordance index. Methods are as described in: Kattan MW, Heller G, Brennan MF (2003).
Authors:
QHScrnomo_3.0.2.9000.tar.gz
QHScrnomo_3.0.2.9000.zip(r-4.7)QHScrnomo_3.0.2.9000.zip(r-4.6)QHScrnomo_3.0.2.9000.zip(r-4.5)
QHScrnomo_3.0.2.9000.tgz(r-4.6-x86_64)QHScrnomo_3.0.2.9000.tgz(r-4.6-arm64)QHScrnomo_3.0.2.9000.tgz(r-4.5-x86_64)QHScrnomo_3.0.2.9000.tgz(r-4.5-arm64)
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QHScrnomo_3.0.2.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
QHScrnomo/json (API)
| # Install 'QHScrnomo' in R: |
| install.packages('QHScrnomo', repos = c('https://clevelandclinicqhs.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/clevelandclinicqhs/qhscrnomo/issues
Datasets:
- prostate.dat - Prostate cancer data set
Last updated from:8650633cf4. Checks:13 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 175 | ||
| linux-devel-x86_64 | OK | 197 | ||
| source / vignettes | OK | 228 | ||
| linux-release-arm64 | OK | 179 | ||
| linux-release-x86_64 | OK | 186 | ||
| macos-release-arm64 | OK | 152 | ||
| macos-release-x86_64 | OK | 282 | ||
| macos-oldrel-arm64 | OK | 141 | ||
| macos-oldrel-x86_64 | OK | 261 | ||
| windows-devel | OK | 180 | ||
| windows-release | OK | 166 | ||
| windows-oldrel | OK | 173 | ||
| wasm-release | OK | 124 |
Exports:cindexcrr.fitgroupcinomogram.crrnomogram.mk6pred.cisas.cmprsktenf.crr
Dependencies:backportsbase64encbslibcachemcheckmatecliclustercmprskcodetoolscolorspacecpp11data.tabledigestevaluatefarverfastmapfontawesomeforeignFormulafsggplot2gluegridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobandjquerylibjsonliteknitrlabelinglatticelifecyclemagrittrMASSMatrixMatrixModelsmemoisemimemultcompmvtnormnlmennetpolsplinequantregR6rappdirsRColorBrewerrlangrmarkdownrmsrpartrstudioapiS7sandwichsassscalesSparseMstringistringrsurvivalTH.datatinytexvctrsviridisLitewithrxfunyamlzoo
