Other packages > Find by keyword >

frailtyMMpen  

Efficient Algorithm for High-Dimensional Frailty Model
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("frailtyMMpen", "1.2.1")



Attach the package and use:
library("frailtyMMpen")
Maintained by
Yunpeng Zhou
[Scholar Profile | Author Map]
First Published: 2023-03-24
Latest Update: 2023-08-08
Description:
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) , Huang, Xu and Zhou (2023) .
How to cite:
Yunpeng Zhou (2023). frailtyMMpen: Efficient Algorithm for High-Dimensional Frailty Model. R package version 1.2.1, https://cran.r-project.org/web/packages/frailtyMMpen. Accessed 05 Apr. 2025.
Previous versions and publish date:
1.0.0 (2023-03-24 17:20), 1.1.1 (2023-07-06 16:40), 1.1.2 (2023-07-07 09:40)
Other packages that cited frailtyMMpen R package
View frailtyMMpen citation profile
Other R packages that frailtyMMpen depends, imports, suggests or enhances
Complete documentation for frailtyMMpen
Functions, R codes and Examples using the frailtyMMpen R package
Some associated functions: cluster . coef.fpen . event . frailtyMM . frailtyMMpen . hdCLdata . plot.fmm . plot.fpen . predict.fmm . predict.fpen . print.fmm . print.fpen . simdataCL . simdataME . simdataRE . summary.fmm . 
Some associated R codes: RcppExports.R . backtrackerror.R . coef.R . fcollect.R . frailtyMM.R . frailtyMMcal.R . frailtyMMpen.R . plot.R . predict.R . print.R . simdata.R . summary.R . zzz.R .  Full frailtyMMpen package functions and examples
Downloads during the last 30 days
03/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/03Downloads for frailtyMMpen1234567891011121314TrendBars

Today's Hot Picks in Authors and Packages

IGST  
Informative Gene Selection Tool
Mining informative genes with certain biological meanings are important for clinical diagnosis of di ...
Download / Learn more Package Citations See dependency  
whitestrap  
White Test and Bootstrapped White Test for Heteroskedasticity
Formal implementation of White test of heteroskedasticity and a bootstrapped version of it, develope ...
Download / Learn more Package Citations See dependency  
TrendInTrend  
Odds Ratio Estimation and Power Calculation for the Trend in Trend Model
Estimation of causal odds ratio and power calculation given trends in exposure prevalenceand outcome ...
Download / Learn more Package Citations See dependency  
gllvm  
Generalized Linear Latent Variable Models
Analysis of multivariate data using generalized linear latent variable models (gllvm). Estimation i ...
Download / Learn more Package Citations See dependency  
deepdive  
Deep Learning for General Purpose
Aims to provide simple intuitive functions to create quick prototypes of artificial neural network o ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA