Other packages > Find by keyword >

FedIRT  

Federated Item Response Theory Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("FedIRT", "1.1.0")



Attach the package and use:
library("FedIRT")
Maintained by
Biying Zhou
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-04-10
Latest Update: 2024-09-28
Description:
Integrate Item Response Theory (IRT) and Federated Learning to estimate traditional IRT models, including the 2-Parameter Logistic (2PL) and the Graded Response Models, with enhanced privacy. It allows for the estimation in a distributed manner without compromising accuracy. A user-friendly 'shiny' application is included. For more details, see Biying Zhou, Feng Ji (2024) "'FedIRT': An R package and 'shiny' app for estimating federated item response theory models" .
How to cite:
Biying Zhou (2024). FedIRT: Federated Item Response Theory Models. R package version 1.1.0, https://cran.r-project.org/web/packages/FedIRT. Accessed 26 Jun. 2026.
Previous versions and publish date:
0.1.0 (2024-04-10 22:00)
Other packages that cited FedIRT R package
View FedIRT citation profile
Other R packages that FedIRT depends, imports, suggests or enhances
Complete documentation for FedIRT
Functions, R codes and Examples using the FedIRT R package
Full FedIRT package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ggblanket  
Simplify 'ggplot2' Visualisation
Simplify 'ggplot2' visualisation with 'ggblanket' wrapper functions. ...
Download / Learn more Package Citations See dependency  
colormap  
Color Palettes using Colormaps Node Module
Allows to generate colors from palettes defined in the colormap module of 'Node.js'. (see ...
Download / Learn more Package Citations See dependency  
infotheo  
Information-Theoretic Measures
Implements various measures of information theory based on several entropy estimators. ...
Download / Learn more Package Citations See dependency  
poptrend  
Estimate Smooth and Linear Trends from Population Count Survey Data
Functions to estimate and plot smooth or linear population trends, or population indices, from anim ...
Download / Learn more Package Citations See dependency  
PoisBinOrdNor  
Data Generation with Poisson, Binary, Ordinal and Normal Components
Generation of multiple count, binary, ordinal and normal variables simultaneously given the marginal ...
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  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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