d_bernoulli_itemblock_proxy: Partial derivatives for binary items by item-blocks using...

In wbelzak/regDIF: Regularized Differential Item Functioning

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

Description

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

Usage

d_bernoulli_itemblock_proxy(
  p_item,
  pred_data,
  item_data_current,
  prox_data,
  samp_size,
  num_items,
  num_predictors,
  num_quad
)

Arguments

p_item	Vector of item parameters.
pred_data	Matrix or dataframe of DIF and/or impact predictors.
item_data_current	Vector of current item responses.
prox_data	Vector of observed proxy scores.
samp_size	Sample size in dataset.
num_items	Number of items in dataset.
num_predictors	Number of predictors in dataset.

Value

a "list" of first and second partial derivatives for Bernoulli item likelihood (to use with multivariate Newton-Raphson and observed proxy scores)

wbelzak/regDIF documentation built on Jan. 5, 2023, 9:53 p.m.