Other packages > Find by keyword >

factor.switching  

Post-Processing MCMC Outputs of Bayesian Factor Analytic Models
View on CRAN: Click here


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

Install from Github:
library("remotes")
install_github("cran/factor.switching")

Install by package version:
library("remotes")
install_version("factor.switching", "1.4")



Attach the package and use:
library("factor.switching")
Maintained by
Panagiotis Papastamoulis
[Scholar Profile | Author Map]
First Published: 2020-03-11
Latest Update: 2024-02-12
Description:
A well known identifiability issue in factor analytic models is the invariance with respect to orthogonal transformations. This problem burdens the inference under a Bayesian setup, where Markov chain Monte Carlo (MCMC) methods are used to generate samples from the posterior distribution. The package applies a series of rotation, sign and permutation transformations (Papastamoulis and Ntzoufras (2022) ) into raw MCMC samples of factor loadings, which are provided by the user. The post-processed output is identifiable and can be used for MCMC inference on any parametric function of factor loadings. Comparison of multiple MCMC chains is also possible.
How to cite:
Panagiotis Papastamoulis (2020). factor.switching: Post-Processing MCMC Outputs of Bayesian Factor Analytic Models. R package version 1.4, https://cran.r-project.org/web/packages/factor.switching. Accessed 04 May. 2025.
Previous versions and publish date:
1.0 (2020-03-11 17:00), 1.1 (2020-04-15 10:30), 1.2 (2021-07-13 00:10), 1.3 (2022-03-16 12:20)
Other packages that cited factor.switching R package
View factor.switching citation profile
Other R packages that factor.switching depends, imports, suggests or enhances
Complete documentation for factor.switching
Downloads during the last 30 days
04/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/01Downloads for factor.switching05101520253035TrendBars

Today's Hot Picks in Authors and Packages

appler  
'Apple App Store' and 'iTunes' Data Extraction
Using 'Apple App Store' web scraping and 'iTunes' API ...
Download / Learn more Package Citations See dependency  
dipw  
Debiased Inverse Propensity Score Weighting
Estimation of the average treatment effect when controlling for high-dimensional confounders using ...
Download / Learn more Package Citations See dependency  
tidyRSS  
Tidy RSS for R
With the objective of including data from RSS feeds into your analysis, 'tidyRSS' parses RSS, Atom ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
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  
kutils  
Project Management Tools
Tools for data importation, recoding, and inspection. There are functions to create new project fo ...
Download / Learn more Package Citations See dependency  
aos  
Animate on Scroll Library for 'shiny'
Trigger animation effects on scroll on any HTML element of 'shiny' and 'rmarkdown', such as any tex ...
Download / Learn more Package Citations See dependency  

24,187

R Packages

207,311

Dependencies

65,312

Author Associations

24,143

Publication Badges

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