Package: ROCpsych 1.3

ROCpsych: Compute and Compare Diagnostic Test Statistics Across Groups

Functions for (1) computing diagnostic test statistics (sensitivity, specificity, etc.) from confusion matrices with adjustment for various base rates or known prevalence based on McCaffrey et al (2003) <doi:10.1007/978-1-4615-0079-7_1>, (2) computing optimal cut-off scores with different criteria including maximizing sensitivity, maximizing specificity, and maximizing the Youden Index from Youden (1950) <https://acsjournals.onlinelibrary.wiley.com/doi/abs/10.1002/1097-0142%281950%293%3A1%3C32%3A%3AAID-CNCR2820030106%3E3.0.CO%3B2-3>, and (3) displaying and comparing classification statistics and area under the receiver operating characteristic (ROC) curves or area under the curves (AUC) across consecutive categories for ordinal variables.

Authors:Shenghai Dai [aut, cre], Olasunkanmi J. Kehinde [aut], Maureen Schmitter-Edgecombe [aut], Brian F. French [aut]

ROCpsych_1.3.tar.gz
ROCpsych_1.3.zip(r-4.5)ROCpsych_1.3.zip(r-4.4)ROCpsych_1.3.zip(r-4.3)
ROCpsych_1.3.tgz(r-4.4-any)ROCpsych_1.3.tgz(r-4.3-any)
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ROCpsych_1.3.tgz(r-4.4-emscripten)ROCpsych_1.3.tgz(r-4.3-emscripten)
ROCpsych.pdf |ROCpsych.html
ROCpsych/json (API)

# Install 'ROCpsych' in R:
install.packages('ROCpsych', repos = c('https://daiscode.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 121 downloads 5 exports 10 dependencies

Last updated 4 years agofrom:a2c1d17231. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 31 2024
R-4.5-winOKOct 31 2024
R-4.5-linuxOKOct 31 2024
R-4.4-winOKOct 31 2024
R-4.4-macOKOct 31 2024
R-4.3-winOKOct 31 2024
R-4.3-macOKOct 31 2024

Exports:cutscoresgroup.auc.testgroup.to.varsPV.BRROC.stats

Dependencies:colorspacelatticelmtestMASSplyrpROCRcppreportROCvcdzoo