R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
glmmPen
View on CRAN: Click
here
Download and install glmmPen package within the R console
Install from CRAN:
install.packages("glmmPen")
Install from Github:
library("remotes")
install_github("cran/glmmPen")
Install by package version:
library("remotes")
install_version("glmmPen", "1.5.4.8")
Attach the package and use:
library("glmmPen")
Maintained by
Hillary Heiling
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-01-21
Latest Update: 2023-04-03
Description:
Fits high dimensional penalized generalized linear
mixed models using
the Monte Carlo Expectation Conditional Minimization (MCECM) algorithm.
The purpose of the package is to perform variable selection on both the fixed and
random effects simultaneously for generalized linear mixed models.
The package supports fitting of Binomial, Gaussian, and Poisson data with canonical links, and
supports penalization using the MCP, SCAD, or LASSO penalties. The MCECM algorithm
is described in Rashid et al. (2020) .
The techniques used in the minimization portion of the procedure (the M-step) are
derived from the procedures of the 'ncvreg' package (Breheny and Huang (2011)
) and 'grpreg' package (Breheny and Huang (2015)
), with
appropriate modifications to account for the estimation and penalization of
the random effects. The 'ncvreg' and 'grpreg' packages also describe the MCP, SCAD,
and LASSO penalties.
How to cite:
Hillary Heiling (2022). glmmPen: High Dimensional Penalized Generalized Linear Mixed Models (pGLMM). R package version 1.5.4.8, https://cran.r-project.org/web/packages/glmmPen. Accessed 21 Nov. 2024.
Previous versions and publish date:
Other packages that cited glmmPen R package
View glmmPen citation profile
Other R packages that glmmPen depends,
imports, suggests or enhances
Complete documentation for glmmPen
Functions, R codes and Examples using
the glmmPen R package
Some associated functions: LambdaSeq . adaptControl . basal . glmm . glmmPen . glmmPen_FA . glmm_FA . lambdaControl . optimControl . pglmmObj-class . phmm . phmmPen . phmmPen_FA . phmm_FA . plot_mcmc . rControl . sim.data . survivalControl . survival_data .
Some associated R codes: E_step.R . E_step_final.R . E_step_final_FA.R . M_step.R . M_step_FA.R . RcppExports.R . SetClassDefn.R . basal_dataset.R . checks.R . control_options.R . coxph_utility.R . estimate_r.R . family_export.R . fit_dat.R . fit_dat_FA.R . formula_data_edits.R . glmmPen.R . glmmPen_FA.R . logLik_Pajor.R . logLik_Pajor_FA.R . methods.R . phmmPen.R . prescreen.R . prescreen_FA.R . sample_mc_functions.R . select_tune.R . select_tune_FA.R . sim_generation.R . sim_generation_FA.R . sim_generation_coxph.R . stanmodels.R . var_start_init.R . Full glmmPen package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by
helping add
Reviews / comments / questions /suggestions ↴↴↴
Today's Hot Picks in Authors and Packages
kgschart
Restore underlining numeric data from rating history graph of
KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Kota Mori (view profile)
RcppHNSW
'Hnswlib' is a C++ library for Approximate Nearest Neighbors.
This package provides a minimal R int ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: James Melville (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
deductive
Attempt to repair inconsistencies and missing values in
data records by using information from vali ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Mark van der Loo (view profile)
pkgdepends
Find recursive dependencies of 'R' packages from various
sources. Solve the dependencies to obtain ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Gábor Csárdi (view profile)
SCBiclust
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Erika S. Helgeson (view profile)