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
vbpm
View on CRAN: Click
here
Download and install vbpm package within the R console
Install from CRAN:
install.packages("vbpm")
Install from Github:
library("remotes")
install_github("cran/vbpm") Install by package version:
library("remotes")
install_version("vbpm", "0.9.1") Attach the package and use:
library("vbpm")
Maintained by
Jinsong Chen
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-09-05
Latest Update: 2026-09-05
Description:
Variational Bayes estimation for a family of psychometric measurement models. Two models are provided. Variational Bayes factor analysis (vbfa) is a regularized partially confirmatory factor model spanning the confirmatory-exploratory continuum via spike-and-slab priors on the loadings (Chen, Guo, Zhang, and Pan, 2021 <doi:10.1037/met0000293>; Chen, 2023 <doi:10.3758/s13428-022-01884-7>; Jin and Chen, 2025 <doi:10.1080/10705511.2024.2432612>), with an optional dynamic (warm-started) regularization path, an orthogonal bifactor parameterization, and optional sparse residual (local dependence) estimation through a graphical spike-and-slab prior solved by QUIC (Jin, Chen, Yan, and Zhang, 2026 <doi:10.31234/osf.io/dehtv_v2>). Regularized MIMIC (vbmimic) extends this to multiple-indicators multiple-causes models, placing spike-and-slab priors on both the measurement and the structural part (Jin and Chen, 2025 <doi:10.1080/00273171.2025.2483253>). Companion tools compute SEM-like fit statistics, and sweep a factor-count window to report candidate fit, criterion, and between-candidate loading-correspondence measurements without selecting a count (Chen and Jin, 2026 <doi:10.48550/arXiv.2607.07159>). Data generators for either model family are also provided.
How to cite:
Jinsong Chen (2026). vbpm: Variational Bayes Psychometric Models. R package version 0.9.1, https://cran.r-project.org/web/packages/vbpm. Accessed 25 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited vbpm R package
View vbpm citation profile
Other R packages that vbpm depends,
imports, suggests or enhances
Complete documentation for vbpm
Functions, R codes and Examples using
the vbpm R package
Full vbpm package
functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
RcmdrPlugin.aRnova
R Commander plug-in for repeated-measures and mixed-design
('split-plot') ANOVA.
It adds a new men ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Arnaud Travert (view profile)
nlstools
Several tools for assessing the quality of fit of a gaussian nonlinear model are provided. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Aurelie Siberchicot (view profile)
CTT
A collection of common test and item analyses from a classical test theory (CTT) framework. Analyses ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: John T. Willse (view profile)
fstcore
The 'fstlib' library provides multithreaded serialization of compressed data frames using the
'fst' ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Mark Klik (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)
guardianapi
Access to 'The Guardian' newspaper's open API
, containing ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Evan Odell (view profile)
29,218
R Packages
247,686
Dependencies
77,281
Author Associations
29,219
Publication Badges
