Validate latent-space proximity against process similarity

Validate latent-space proximity against process similarity

Usage

validate_latent_space_process_similarity(
  object,
  process_matrix,
  entity = c("person", "item")
)

Arguments

object

A fitted eyeprocess model or audit object.

process_matrix

Rows correspond to persons or items in the same order as the fitted latent coordinates.

entity

Entity type to map or validate.

Value

An object of class "eye_latent_space_process_validation", stored as a named list, with components "entity", "spearman_distance_correlation", "latent_distance", "process_distance", "interpretation". It contains latent-space proximity against process similarity and associated metadata or diagnostics needed to interpret the result.