Representational mediation design helper (ReNA-RM)

Construct a design object for representational mediation, with predictor (X) and outcome (Y) RDMs over items and optional confound RDMs.

Usage

repmed_design(items, X_rdm, Y_rdm, confound_rdms = NULL)

Arguments

items

Character vector of item IDs (keys).

X_rdm

Predictor RDM (matrix or "dist").

Y_rdm

Outcome RDM (matrix or "dist").

confound_rdms

Optional named list of confound RDMs (matrix or "dist").

Value

A list with elements:

• items: character vector of items

• X_rdm, Y_rdm: predictor and outcome RDMs as matrices

• confound_rdms: named list of confound RDM matrices

Examples

if (FALSE) { # \dontrun{
  items <- letters[1:10]
  X_rdm <- as.matrix(dist(matrix(rnorm(10*3), 10, 3)))
  Y_rdm <- as.matrix(dist(matrix(rnorm(10*3), 10, 3)))
  des <- repmed_design(items, X_rdm, Y_rdm)
} # }