regDIF1.1.1 package

Regularized Differential Item Functioning

bernoulli_traceline_pts

Binary item tracelines.

bernoulli_traceline_pts_proxy

Binary item tracelines for proxy scores.

bernoulli_traceline_pts2

Binary item tracelines.

coef.regDIF

Coefficient function for regDIF function

cumulative_traceline_pts

Ordinal tracelines.

cumulative_traceline_pts_proxy

Ordinal tracelines using proxy data.

d_alpha

Partial derivatives for mean impact equation.

d_alpha_proxy

Partial derivatives for mean impact equation using proxy data.

d_bernoulli

Partial derivatives for binary items.

d_bernoulli_itemblock

Partial derivatives for binary items by item-blocks.

d_bernoulli_itemblock_proxy

Partial derivatives for binary items by item-blocks using observed sco...

d_bernoulli_proxy

Partial derivatives for binary items with proxy data.

d_categorical

Partial derivatives for ordinal items.

d_categorical_itemblock

Partial derivatives for ordinal items.

d_categorical_proxy

Partial derivatives for ordinal items using proxy data.

d_gaussian_itemblock

Partial derivatives for continuous items.

d_gaussian_itemblock_proxy

Partial derivatives for continuous items using proxy data.

d_impact_block

Partial derivatives for mean and variance impact equation.

d_impact_block_proxy

Partial derivatives for mean and variance impact equation using observ...

d_mu_gaussian

Partial derivatives for mean parameter of continuous items.

d_mu_gaussian_proxy

Partial derivatives for mean parameter of continuous items with proxy ...

d_phi

Partial derivatives for mean impact equation.

d_phi_proxy

Partial derivatives for mean impact equation using proxy data.

d_sigma_gaussian

Partial derivatives for variance parameter of continuous items.

d_sigma_gaussian_proxy

Partial derivatives for variance parameter of continuous items with pr...

em_estimation

Penalized expectation-maximization algorithm.

Estep

Expectation step.

Estep_proxy

Expectation step with proxy data.

gaussian_traceline_pts

Continuous tracelines.

gaussian_traceline_pts_proxy

Continuous tracelines using proxy data.

information_criteria

Maximization step.

Mstep

Maximization step.

Mstep_block

Maximization step using latent variable and item response blocks.

Mstep_cd

Maximization step using coordinate descent optimization.

Mstep_cd2

Maximization step using coordinate descent optimization.

Mstep_simple

Maximization step.

plot.regDIF

Plot function for regDIF function

postprocess

Maximization step.

preprocess

Pre-process data.

print.regDIF

Print function for regDIF function

regDIF-package

Regularized differential item functioning for IRT and CFA models.

regDIF

Regularized Differential Item Functioning

se.regDIF

Standard Errors for regDIF Model(s)

summary.regDIF

Summary function for regDIF function

Performs regularization of differential item functioning (DIF) parameters in item response theory (IRT) models (Belzak & Bauer, 2020) <https://pubmed.ncbi.nlm.nih.gov/31916799/> using a penalized expectation-maximization algorithm.

  • Maintainer: William Belzak
  • License: MIT + file LICENSE
  • Last published: 2024-02-23