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xxIRT (version 2.1.2)

Item Response Theory and Computer-Based Testing in R

Description

A suite of psychometric analysis tools for research and operation, including: (1) computation of probability, information, and likelihood for the 3PL, GPCM, and GRM; (2) parameter estimation using joint or marginal likelihood estimation method; (3) simulation of computerized adaptive testing using built-in or customized algorithms; (4) assembly and simulation of multistage testing. The full documentation and tutorials are at .

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Install

install.packages('xxIRT')

Monthly Downloads

259

Version

2.1.2

License

GPL (>= 3)

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Maintainer

Xiao Luo

Last Published

March 22nd, 2019

Functions in xxIRT (2.1.2)

ata_helpers

Helper functions of ATA
rmse

Root Mean Squared Error
model_3pl

3-parameter-logistic model
hermite_gauss

Hermite-Gauss Quadrature
spearman_brown

Spearman Brown Prophecy
mst_sim

Simulation of Multistage Testing
mst

Computerized Multistage Testing (MST)
model_grm

Graded Response Model
model_gpcm

Generalized Partial Credit Model
estimate_3pl

Estimate 3-parameter-logistic model
estimate_gpcm

Estimate Generalizaed Partial Credit Model
estimate_grm

Estimate Graded Response Model
estimate_helpers

Helper functions of Model Estimation
expected_raw_score_dist

#' Distribution of Expected Raw Scores
cat_sim

Simulation of Computerized Adaptive Testing (CAT)
cronbach_alpha

Cronbach's alpha
freq

Frequency Counts
ata

Automated Test Assembly (ATA)