fit_response_process_embedding_irt: Fit an IRT response model augmented by sequence embeddings

In eyeprocess: Harmonize Eye-Tracking, Pupillometry, Biometrics, and Psychometric Process Data

Fit an IRT response model augmented by sequence embeddings

Description

Fit an IRT response model augmented by sequence embeddings

Usage

fit_response_process_embedding_irt(
  data,
  sequences,
  response = "response",
  person = "participant_id",
  item = "item_id",
  dimensions = 5L,
  n = c(1L, 2L, 3L)
)

Arguments

data	Input data frame or compatible tabular object.
sequences	Sequence inputs.
response	Response variable or response-column name.
person	Person or participant identifier column.
item	Item identifier, name, or item column.
dimensions	Number of embedding dimensions.
n	Requested count or n-gram order, depending on context.

Value

An object of class "eye_response_process_embedding_irt", stored as a named list, with components "model", "embedding", "data", "status". It contains an IRT response model augmented by sequence embeddings and associated metadata or diagnostics needed to interpret the result.

eyeprocess documentation built on Sept. 28, 2026, 5:08 p.m.