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
GLMaSPU
View on CRAN: Click
here
Download and install GLMaSPU package within the R console
Install from CRAN:
install.packages("GLMaSPU")
Install from Github:
library("remotes")
install_github("cran/GLMaSPU")
Install by package version:
library("remotes")
install_version("GLMaSPU", "1.0")
Attach the package and use:
library("GLMaSPU")
Maintained by
Chong Wu
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-12-09
Latest Update: 2016-12-09
Description:
Several tests for high dimensional generalized linear models have been proposed recently. In this package, we implemented a new test called adaptive sum of powered score (aSPU) for high dimensional generalized linear models, which is often more powerful than the existing methods in a wide scenarios. We also implemented permutation based version of several existing methods for research purpose. We recommend users use the aSPU test for their real testing problem. You can learn more about the tests implemented in the package via the following papers: 1. Pan, W., Kim, J., Zhang, Y., Shen, X. and Wei, P. (2014) A powerful and adaptive association test for rare variants, Genetics, 197(4). 2. Guo, B., and Chen, S. X. (2016) . Tests for high dimensional generalized linear models. Journal of the Royal Statistical Society: Series B. 3. Goeman, J. J., Van Houwelingen, H. C., and Finos, L. (2011) . Testing against a high-dimensional alternative in the generalized linear model: asymptotic type I error control. Biometrika, 98(2).
How to cite:
Chong Wu (2016). GLMaSPU: An Adaptive Test on High Dimensional Parameters in Generalized Linear Models. R package version 1.0, https://cran.r-project.org/web/packages/GLMaSPU. Accessed 08 May. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited GLMaSPU R package
View GLMaSPU citation profile
Other R packages that GLMaSPU depends,
imports, suggests or enhances
Complete documentation for GLMaSPU
Functions, R codes and Examples using
the GLMaSPU R package
Some associated functions: GLMaSPU-package . Goeman_perm . HDGLM_perm . aSPU_apval . aSPU_perm . generate_data .
Some associated R codes: Goeman_perm.R . HDGLM_perm.R . RcppExports.R . aSPU_apval.R . aSPU_perm.R . generate_data.R . support_fun.R . Full GLMaSPU package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
gms
A collection of tools to create, use and maintain modularized model code written in the modeling
la ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jan Philipp Dietrich (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)
gaussDiff
A collection difference measures for multivariate Gaussian
probability density functions, such as t ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Henning Rust (view profile)
trajr
A toolbox to assist with statistical analysis of animal trajectories. It provides simple access to a ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jim McLean (view profile)
MXM
Many feature selection methods for a wide range of response variables, including minimal, statistica ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Konstantina Biza (view profile)
MultiATSM
Estimation routines for several classes of affine term structure of interest rates models. All the m ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Rubens Moura (view profile)
24,205
R Packages
207,311
Dependencies
65,312
Author Associations
24,206
Publication Badges
