d_gaussian_itemblock_proxy: Partial derivatives for continuous items using proxy data.

In regDIF: Regularized Differential Item Functioning

Partial derivatives for continuous items using proxy data.

Description

Partial derivatives for continuous items using proxy data.

Usage

d_gaussian_itemblock_proxy(
  p_item,
  prox_data,
  responses_item,
  pred_data,
  samp_size,
  num_items,
  num_quad,
  num_predictors
)

Arguments

p_item	Vector of item parameters.
prox_data	Vector of observed proxy scores.
responses_item	Vector of item responses.
pred_data	Matrix or dataframe of DIF and/or impact predictors.
samp_size	Sample size in dataset.
num_items	Number of items in dataset.
num_quad	Number of quadrature points used for approximating the latent variable.
num_predictors	Number of predictors in dataset.

Value

a "list" of first and second partial derivatives for mean value of Gaussian item likelihood (to use with coordinate descent and univariate Newton-Raphson)

regDIF documentation built on May 29, 2024, 9:31 a.m.