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mcmapper  

Mapping First Moment and C-Statistic to the Parameters of Distributions for Risk
View on CRAN: Click here


Download and install mcmapper package within the R console
Install from CRAN:
install.packages("mcmapper")

Install from Github:
library("remotes")
install_github("cran/mcmapper")

Install by package version:
library("remotes")
install_version("mcmapper", "0.0.11")



Attach the package and use:
library("mcmapper")
Maintained by
Mohsen Sadatsafavi
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-11-04
Latest Update: 2024-11-04
Description:
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.
How to cite:
Mohsen Sadatsafavi (2024). mcmapper: Mapping First Moment and C-Statistic to the Parameters of Distributions for Risk. R package version 0.0.11, https://cran.r-project.org/web/packages/mcmapper. Accessed 25 Oct. 2026.
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