Other packages > Find by keyword >

lvmcomp  

Stochastic EM Algorithms for Latent Variable Models with a High-Dimensional Latent Space
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("lvmcomp", "1.2")



Attach the package and use:
library("lvmcomp")
Maintained by
Siliang Zhang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-12-30
Latest Update: 2018-12-30
Description:
Provides stochastic EM algorithms for latent variable models with a high-dimensional latent space. So far, we provide functions for confirmatory item factor analysis based on the multidimensional two parameter logistic (M2PL) model and the generalized multidimensional partial credit model. These functions scale well for problems with many latent traits (e.g., thirty or even more) and are virtually tuning-free. The computation is facilitated by multiprocessing 'OpenMP' API. For more information, please refer to: Zhang, S., Chen, Y., & Liu, Y. (2018). An Improved Stochastic EM Algorithm for Large-scale Full-information Item Factor Analysis. British Journal of Mathematical and Statistical Psychology. .
How to cite:
Siliang Zhang (2018). lvmcomp: Stochastic EM Algorithms for Latent Variable Models with a High-Dimensional Latent Space. R package version 1.2, https://cran.r-project.org/web/packages/lvmcomp. Accessed 06 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:54), 1.2 (2018-12-31 00:00)
Other packages that cited lvmcomp R package
View lvmcomp citation profile
Other R packages that lvmcomp depends, imports, suggests or enhances
Complete documentation for lvmcomp
Functions, R codes and Examples using the lvmcomp R package
Some associated functions: StEM_mirt . StEM_pcirt . data_sim_mirt . data_sim_pcirt . 
Some associated R codes: RcppExports.R . StEM_mirt.R . StEM_pcirt.R . data.R .  Full lvmcomp package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

gecko  
Geographical Ecology and Conservation Knowledge Online
Includes a collection of geographical analysis functions aimed primarily at ecology and conservation ...
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  
gRim  
Graphical Interaction Models
Provides the following types of models: Models for contingency tables (i.e. log-linear models) Grap ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

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