Package: frailtyMMpen 1.2.1

frailtyMMpen: Efficient Algorithm for High-Dimensional Frailty Model

The penalized and non-penalized Minorize-Maximization (MM) method for frailty models to fit the clustered data, multi-event data and recurrent data. Least absolute shrinkage and selection operator (LASSO), minimax concave penalty (MCP) and smoothly clipped absolute deviation (SCAD) penalized functions are implemented. All the methods are computationally efficient. These general methods are proposed based on the following papers, Huang, Xu and Zhou (2022) <doi:10.3390/math10040538>, Huang, Xu and Zhou (2023) <doi:10.1177/09622802221133554>.

Authors:Xifen Huang [aut], Yunpeng Zhou [aut, cre], Jinfeng Xu [ctb]

frailtyMMpen_1.2.1.tar.gz
frailtyMMpen_1.2.1.zip(r-4.5)frailtyMMpen_1.2.1.zip(r-4.4)frailtyMMpen_1.2.1.zip(r-4.3)
frailtyMMpen_1.2.1.tgz(r-4.5-x86_64)frailtyMMpen_1.2.1.tgz(r-4.5-arm64)frailtyMMpen_1.2.1.tgz(r-4.4-x86_64)frailtyMMpen_1.2.1.tgz(r-4.4-arm64)frailtyMMpen_1.2.1.tgz(r-4.3-x86_64)frailtyMMpen_1.2.1.tgz(r-4.3-arm64)
frailtyMMpen_1.2.1.tar.gz(r-4.5-noble)frailtyMMpen_1.2.1.tar.gz(r-4.4-noble)
frailtyMMpen_1.2.1.tgz(r-4.4-emscripten)frailtyMMpen_1.2.1.tgz(r-4.3-emscripten)
frailtyMMpen.pdf |frailtyMMpen.html✨
frailtyMMpen/json (API)
NEWS

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

Bug tracker:https://github.com/heilokchow/frailtymmpen/issues

Uses libs:
  • gsl– GNU Scientific Library (GSL)
  • c++– GNU Standard C++ Library v3
Datasets:

On CRAN:

Conda:

gslcpp

2.70 score 253 downloads 3 exports 8 dependencies

Last updated 2 years agofrom:4baf5ffb25. Checks:4 OK, 8 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 12 2025
R-4.5-win-x86_64NOTEMar 12 2025
R-4.5-mac-x86_64NOTEMar 12 2025
R-4.5-mac-aarch64NOTEMar 12 2025
R-4.5-linux-x86_64NOTEMar 12 2025
R-4.4-win-x86_64NOTEMar 12 2025
R-4.4-mac-x86_64NOTEMar 12 2025
R-4.4-mac-aarch64NOTEMar 12 2025
R-4.4-linux-x86_64NOTEMar 12 2025
R-4.3-win-x86_64OKMar 12 2025
R-4.3-mac-x86_64OKMar 12 2025
R-4.3-mac-aarch64OKMar 12 2025

Exports:eventfrailtyMMfrailtyMMpen

Dependencies:latticeMatrixmgcvnlmenumDerivRcppRcppGSLsurvival