CRAN/E | lsirm12pl

lsirm12pl

Latent Space Item Response Model

Installation

About

Analysis of dichotomous and continuous response data using latent factor by both 1PL LSIRM and 2PL LSIRM as described in Jeon et al. (2021) doi:10.1007/s11336-021-09762-5. It includes original 1PL LSIRM and 2PL LSIRM provided for binary response data and its extension for continuous response data. Bayesian model selection with spike-and-slab prior and method for dealing data with missing value under missing at random, missing completely at random are also supported. Various diagnostic plots are available to inspect the latent space and summary of estimated parameters.

Key Metrics

Version 1.3.1
R ≥ 3.1.0
Published 2023-06-22 303 days ago
Needs compilation? yes
License GPL-3
CRAN checks lsirm12pl results

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Maintainer

Maintainer

Jina Park

pja0707@yonsei.ac.kr

Authors

Dongyoung Go

aut

Gwanghee Kim

aut

Jina Park

aut / cre

Ickhoon Jin

ctb

Minjeong Jeon

ctb

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

lsirm12pl archive

Depends

R ≥ 3.1.0

Imports

Rcpp ≥ 1.0.5
MCMCpack
ggplot2
GPArotation
dplyr
grDevices
rlang
pROC
coda
spatstat
spatstat.geom
spatstat.random
plotly
grid
gridExtra
fpc
kernlab

Suggests

knitr
testthat

LinkingTo

Rcpp
RcppArmadillo