Many-facet process IRT reference model — fit_manyfacet_process

Fits crossed random effects for available person, item, device, session, site, algorithm, and AOI-definition facets. For a binary response this is a generalized many-facet reference model; it is not marketed as a FACETS software replica.

Usage

fit_manyfacet_process_irt(
  data,
  response = "response",
  process = NULL,
  person = "participant_id",
  item = "item_id",
  device = NULL,
  session = NULL,
  site = NULL,
  algorithm = NULL,
  aoi_definition = NULL,
  process_family = c("gaussian", "poisson", "negative_binomial")
)

Arguments

data: Input data frame or compatible tabular object.
response: Response variable or response-column name.
process: Process variable or column name.
person: Person or participant identifier column.
item: Item identifier, name, or item column.
device: Device identifier or device facet.
session: Session identifier or session facet.
site: Site identifier or site facet.
algorithm: Algorithm identifier or algorithm facet.
aoi_definition: Value supplied to `aoi_definition`; see Details for its model-specific role.
process_family: Distributional family for the process channel.