Package: TGST 1.0
TGST: Targeted Gold Standard Testing
Functions for implementing the targeted gold standard (GS) testing. You provide the true disease or treatment failure status and the risk score, tell 'TGST' the availability of GS tests and which method to use, and it returns the optimal tripartite rules. Please refer to Liu et al. (2013) <doi:10.1080/01621459.2013.810149> for more details.
Authors:
TGST_1.0.tar.gz
TGST_1.0.zip(r-4.5)TGST_1.0.zip(r-4.4)TGST_1.0.zip(r-4.3)
TGST_1.0.tgz(r-4.4-any)TGST_1.0.tgz(r-4.3-any)
TGST_1.0.tar.gz(r-4.5-noble)TGST_1.0.tar.gz(r-4.4-noble)
TGST_1.0.tgz(r-4.4-emscripten)TGST_1.0.tgz(r-4.3-emscripten)
TGST.pdf |TGST.html✨
TGST/json (API)
NEWS
# Install 'TGST' in R: |
install.packages('TGST', repos = c('https://yizhenxu.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/yizhenxu/tgst/issues
- Simdata - Simulated data for package illustration
Last updated 4 years agofrom:6ee8716eb0. Checks:OK: 1 NOTE: 6. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 10 2024 |
R-4.5-win | NOTE | Nov 10 2024 |
R-4.5-linux | NOTE | Nov 10 2024 |
R-4.4-win | NOTE | Nov 10 2024 |
R-4.4-mac | NOTE | Nov 10 2024 |
R-4.3-win | NOTE | Nov 10 2024 |
R-4.3-mac | NOTE | Nov 10 2024 |
Exports:cal.AUCCheck.exp.tiltCV.TGSTnonpar.fnr.fprnonpar.rulesOpt.nonpar.ruleOpt.semipar.ruleOptimalRuleplotROC.nonparROC.semiparROCAnalysisSemi.par.rulesemipar.fnr.fprsummaryTGSTTGST.summ
Dependencies:clicolorspaceevaluatefansifarverggplot2gluegtablehighrisobandknitrlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithrxfunyaml
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Calculate AUC | cal.AUC |
Check exponential tilt model assumption | Check.exp.tilt |
Cross Validation | CV.TGST |
Nonparametric FNR FPR of the rules | nonpar.fnr.fpr |
Nonparametric Rules Set | nonpar.rules |
Optimal Nonparametric Rule | Opt.nonpar.rule |
Optimal Semiparametric Rule | Opt.semipar.rule |
Optimal Tripartite Rule | OptimalRule |
Constructor of Output class | Output-class |
plot function. | plot plot,Output-method plot,TGST-method |
Nonparametric ROC Analysis | ROC.nonpar |
Semiparametric ROC Analysis | ROC.semipar |
ROC Analysis | ROCAnalysis |
Min TMR Semiparametric Rule | Semi.par.rule |
Semiparametric FNR FPR of the rules | semipar.fnr.fpr |
Simulated data for package illustration | Simdata |
summary function. | summary summary,TGST-method |
Create a TGST Object | TGST |
Constructor of TGST class | TGST-class |
Summary of Disease Status and Risk Score | TGST.summ |