bcROCsurface v1.0-4
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Bias-Corrected Methods for Estimating the ROC Surface of Continuous Diagnostic Tests
The bias-corrected estimation methods for the receiver operating characteristics
ROC surface and the volume under ROC surfaces (VUS) under missing at random (MAR)
assumption.
Functions in bcROCsurface
| Name | Description | |
| bcROCsurface-package | Bias-Corrected Methods for Estimating the ROC Surface of Continuous Diagnostic Tests | |
| EOC | A sub-data from Pre-PLCO Phase II Dataset | |
| psglm | Fitting verification models | |
| CVknn | Cross-validation for K nearest-neighbor regression | |
| preDATA | Preparing monotone ordered disease classes | |
| rhoKNN | K nearest-neighbor (KNN) regression | |
| asyVarVUS | Asymptotic variance estimation for VUS | |
| print.vus | Print summary results of VUS | |
| asyCovTCF | Asymptotic variance-covariance estimation for True Class Fractions (TCFs) at the cut point \((c_1, c_2)\) | |
| ROCsurface | Receiver operating characteristics surface for a continuous diagnostic test | |
| rhoMLogit | Fitting disease models via multinomial logistic models | |
| vus | Estimation methods for volume under ROC surface (VUS) | |
| No Results! | ||
Vignettes of bcROCsurface
| Name | ||
| example.Rmd | ||
| No Results! | ||
Last month downloads
Details
| Date | 2020-02-14 |
| License | GPL (>= 2) |
| LinkingTo | Rcpp, RcppArmadillo |
| LazyLoad | yes |
| LazyData | TRUE |
| ByteCompile | yes |
| Encoding | UTF-8 |
| RoxygenNote | 7.0.2 |
| VignetteBuilder | knitr |
| NeedsCompilation | yes |
| Packaged | 2020-02-14 09:39:00 UTC; Khanh |
| Repository | CRAN |
| Date/Publication | 2020-02-14 10:50:11 UTC |
| depends | boot , graphics , nnet , parallel , R (>= 2.15.0) , rgl , stats , utils |
| suggests | knitr , rmarkdown |
| imports | Rcpp (>= 0.12.2) |
| linkingto | RcppArmadillo |
| Contributors | Duc-Khanh To |
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