fit_process_profile_mixture: Fit exploratory process profiles

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

Fit exploratory process profiles

Description

Fit exploratory process profiles

Usage

fit_process_profile_mixture(
  data,
  variables,
  k = 3L,
  id = "person_id",
  engine = c("auto", "tidyLPA", "kmeans_reference"),
  seed = 777
)

Arguments

data	Person-level process data.
variables	Continuous process variables.
k	Number of profiles.
id	Optional person identifier.
engine	'auto', 'tidyLPA', or 'kmeans_reference'.
seed	Random seed.

Value

An object of class "eye_process_profile_mixture", stored as a named list, with components "model", "assignment", "summary", "variables", "k", "engine", "scaled_data", "status", "caveat". It contains exploratory process profiles and associated metadata or diagnostics needed to interpret the result.

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