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
lmerPerm
View on CRAN: Click
here
Download and install lmerPerm package within the R console
Install from CRAN:
install.packages("lmerPerm")
Install from Github:
library("remotes")
install_github("cran/lmerPerm")
Install by package version:
library("remotes")
install_version("lmerPerm", "0.1.9")
Attach the package and use:
library("lmerPerm")
Maintained by
Wentao Zeng
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-04-18
Latest Update: 2023-04-18
Description:
We provide a solution for performing permutation tests on linear and mixed linear regression models. It
allows users to obtain accurate p-values without making distributional assumptions about the data. By
generating a null distribution of the test statistics through repeated permutations of the response variable,
permutation tests provide a powerful alternative to traditional parameter tests (Holt et al. (2023)
). In this early version, we focus on the permutation tests over observed
t values of beta coefficients, i.e.original t values generated by parameter tests. After generating a null
distribution of the test statistic through repeated permutations of the response variable, each observed t
values would be compared to the null distribution to generate a p-value. To improve the efficiency,a stop
criterion (Anscombe (1953) ) is adopted to force permutation to stop
if the estimated standard deviation of the value falls below a fraction of the estimated p-value. By doing so,
we avoid the need for massive calculations in exact permutation methods while still generating stable and accurate
p-values.
How to cite:
Wentao Zeng (2023). lmerPerm: Perform Permutation Test on General Linear and Mixed Linear Regression. R package version 0.1.9, https://cran.r-project.org/web/packages/lmerPerm. Accessed 06 Nov. 2024.
Previous versions and publish date:
No previous versions
Other packages that cited lmerPerm R package
View lmerPerm citation profile
Other R packages that lmerPerm depends,
imports, suggests or enhances
Complete documentation for lmerPerm
Functions, R codes and Examples using
the lmerPerm R package
Some associated functions: lmerp . permute_fun . s1 . s2 .
Some associated R codes: lmerp.R . permute_fun.R . s1.R . s2.R . Full lmerPerm 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
mailR
Interface to Apache Commons Email to send emails
from R. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Rahul Premraj (view profile)
seriation
Infrastructure for ordering objects with an implementation of several
seriation/sequencing/ordinati ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Michael Hahsler (view profile)
quickcode
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
equatiomatic
The goal of equatiomatic is to reduce the painassociated with writing LaTeX formulas from fitted mod ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Philippe Grosjean (view profile)
memoise
Cache the results of a function so that when you
call it again with the same arguments it returns t ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Winston Chang (view profile)
ddp
The desirable Dietary Pattern (DDP)/ PPH score
measures the variety of food consumption. The (weigh ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Weksi Budiaji (view profile)