Other packages > Find by keyword >

confintROB  

Confidence Intervals for Robust and Classical Linear Mixed Model Estimators
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("confintROB", "1.0-1")



Attach the package and use:
library("confintROB")
Maintained by
Fabio Mason
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-04-02
Latest Update: 2024-04-02
Description:
The main function calculates confidence intervals (CI) for Mixed Models, utilizing both classical estimators from the lmer() function in the 'lme4' package and robust estimators from the rlmer() function in the 'robustlmm' package, as well as the varComprob() function in the 'robustvarComp' package. Three methods are available: the classical Wald method, the wild bootstrap, and the parametric bootstrap. Bootstrap methods offer flexibility in obtaining lower and upper bounds through percentile or BCa methods. More details are given in \n Mason, F., Cantoni, E., & Ghisletta, P. (2021) and \n Mason, F., Cantoni, E., & Ghisletta, P. (2024) .
How to cite:
Fabio Mason (2024). confintROB: Confidence Intervals for Robust and Classical Linear Mixed Model Estimators. R package version 1.0-1, https://cran.r-project.org/web/packages/confintROB. Accessed 12 Nov. 2024.
Previous versions and publish date:
1.0 (2024-04-02 15:42)
Other packages that cited confintROB R package
View confintROB citation profile
Other R packages that confintROB depends, imports, suggests or enhances
Complete documentation for confintROB
Functions, R codes and Examples using the confintROB R package
Full confintROB 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

visualize  
Graph Probability Distributions with User Supplied Parameters and Statistics
Graphs the pdf or pmf and highlights what area or probability is present in user defined locations. ...
Download / Learn more Package Citations See dependency  
ggpolypath  
Polygons with Holes for the Grammar of Graphics
Tools for working with polygons with holes in 'ggplot2', with a new 'geom' for drawing a 'polypath' ...
Download / Learn more Package Citations See dependency  
Relectoral  
Electoral Analysis
Functions to obtain an important number of electoral indicators described in the package, which can ...
Download / Learn more Package Citations See dependency  
emIRT  
EM Algorithms for Estimating Item Response Theory Models
Various Expectation-Maximization (EM) algorithms are implemented for item response theory (IRT) mod ...
Download / Learn more Package Citations See dependency  
snap  
Simple Neural Application
A simple wrapper to easily design vanilla deep neural networks using 'Tensorflow'/'Keras' backend fo ...
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  

23,171

R Packages

199,134

Dependencies

62,827

Author Associations

23,089

Publication Badges

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