Predict from a Graph-Anchored MFA Fit

Usage

# S3 method for class 'graph_anchored_mfa'
predict(
  object,
  new_data,
  block,
  type = c("response", "scores", "reconstruction"),
  preprocess = TRUE,
  ...
)

Arguments

object: A fitted `graph_anchored_mfa` object.
new_data: Numeric matrix/data.frame of new rows from a known auxiliary block.
block: Character or integer identifying the auxiliary block.
type: One of `"response"`, `"scores"`, or `"reconstruction"`.
preprocess: Logical; if `TRUE` (default), applies the fitted block preprocessing pipeline before projection.
...: Unused.

Value

A numeric matrix of predicted `Y` rows when `type = "response"`, reconstructed block rows when `type = "reconstruction"`, or latent scores when `type = "scores"`.