Goodness of fit tests for complete and right-censored data | Kolmogorov-Smirnov test | Cramér-von Mises test | Anderson-Darling | Gofcens function | Chi-squared type test | Real data example: Survival times of retired NBA players
Package: GofCens 1.5
Klaus Langohr
GofCens: Goodness-of-Fit Methods for Right-Censored Data
Graphical tools and goodness-of-fit tests for right-censored data: 1. Kolmogorov-Smirnov, Cramér-von Mises, and Anderson-Darling tests, which use the empirical distribution function for complete data and are extended for right-censored data. 2. Generalized chi-squared-type test, which is based on the squared differences between observed and expected counts using random cells with right-censored data. 3. A series of graphical tools such as probability or cumulative hazard plots to guide the decision about the most suitable parametric model for the data. These functions share several features as they can handle both complete and right-censored data, and they provide parameter estimates for the distributions under study.
Authors:
GofCens_1.5.tar.gz
GofCens_1.5.zip(r-4.7-any)GofCens_1.5.zip(r-4.6-any)GofCens_1.5.zip(r-4.5-any)
GofCens_1.5.tgz(r-4.6-any)GofCens_1.5.tgz(r-4.5-any)
GofCens_1.5.tar.gz(r-4.7-any)GofCens_1.5.tar.gz(r-4.6-any)
GofCens_1.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
GofCens/json (API)
| # Install 'GofCens' in R: |
| install.packages('GofCens', repos = c('https://arnaugarciagrbio.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/arnaugarciagrbio/gofcens/issues
Pkgdown/docs site:https://arnaugarciagrbio.github.io
Datasets:
- nba - Survival times of former NBA players.
censored-datagofhypothesis-testingkaplan-meiersurvival-analysis
Last updated from:c8c2ac301d. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 188 | ||
| source / vignettes | OK | 349 | ||
| linux-release | OK | 184 | ||
| macos-release | OK | 213 | ||
| macos-oldrel | OK | 224 | ||
| windows-devel | OK | 139 | ||
| windows-release | OK | 139 | ||
| windows-oldrel | OK | 131 | ||
| wasm-release | OK | 135 |
Exports:ADcenschisqcenscumhazPlotCvMcensgofcenskmPlotKScensprobPlot
Dependencies:actuarbootclicpp11expintfarverfitdistrplusggplot2gluegridExtragtableisobandlabelinglatticelifecycleMASSMatrixR6RColorBrewerrlangS7scalessurvivalvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Goodness-of-Fit Methods for Right-Censored Data. | GofCens-package GofCens |
| Anderson-Darling test for complete and right-censored data | ADcens ADcens.default ADcens.formula |
| General chi-squared statistics for right-censored data. | chisqcens chisqcens.default chisqcens.formula |
| Cumulative hazard plots to check the goodness of fit of parametric models | cumhazPlot cumhazPlot.default cumhazPlot.formula |
| Cramér-von Mises test for complete and right-censored data | CvMcens CvMcens.default CvMcens.formula |
| Kolmogorov-Smirnov, Cramér-von Mises, and Anderson-Darling tests for complete and right-censored data | gofcens gofcens.default gofcens.formula |
| Plot of the Kaplan-Meier and parametric estimations | kmPlot kmPlot.default kmPlot.formula |
| Kolmogorov-Smirnov test for complete and right-censored data | KScens KScens.default KScens.formula |
| Methods for 'ADcens', 'chisqcens', 'CvMcens', 'gofcens' and 'KScens' objects. | methods.ADcens methods.chisqcens methods.CvMcens methods.gofcens methods.KScens print.ADcens print.chisqcens print.CvMcens print.gofcens print.KScens print.summary.ADcens print.summary.chisqcens print.summary.CvMcens print.summary.gofcens print.summary.KScens summary.ADcens summary.chisqcens summary.CvMcens summary.gofcens summary.KScens |
| Survival times of former NBA players. | nba |
| Probability plots to check the goodness of fit of parametric models | probPlot probPlot.default probPlot.formula |