Package: mcmapper 0.0.11

Mohsen Sadatsafavi

mcmapper: Mapping First Moment and C-Statistic to the Parameters of Distributions for Risk

Provides a series of numerical methods for extracting parameters of distributions for risks based on knowing the expected value and c-statistics (e.g., from a published report on the performance of a risk prediction model). This package implements the methodology described in Sadatsafavi et al (2024) <doi:10.48550/arXiv.2409.09178>. The core of the package is mcmap(), which takes a pair of (mean, c-statistic) and the distribution type requested. This function provides a generic interface to more customized functions (mcmap_beta(), mcmap_logitnorm(), mcmap_probitnorm()) for specific distributions.

Authors:Mohsen Sadatsafavi [aut, cre]

mcmapper_0.0.11.tar.gz
mcmapper_0.0.11.tar.gz(r-4.5-noble)mcmapper_0.0.11.tar.gz(r-4.4-noble)
mcmapper_0.0.11.tgz(r-4.4-emscripten)mcmapper_0.0.11.tgz(r-4.3-emscripten)
mcmapper.pdf |mcmapper.html
mcmapper/json (API)

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

Peer review:

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

1.70 score 3 scripts 435 downloads 13 exports 0 dependencies

Last updated 2 months agofrom:a2d8e4a13c. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 05 2024
R-4.5-linuxOKDec 05 2024

Exports:dlogitnormdprobitnormmcmapmcmap_betamcmap_genericmcmap_logitnormmcmap_probitnormplogitnormpprobitnormqlogitnormqprobitnormrlogitnormrprobitnorm

Dependencies: