Run PLS Analysis from Specification — run • plsrri

Validates the PLS specification and executes the analysis. This is the final step in the builder pattern.

Usage

run(spec, progress = TRUE, ...)

Arguments

spec: A pls_spec object
progress: Logical, show progress messages
...: Additional arguments passed to pls_analysis()

Value

A pls_result object

Examples

set.seed(42)
data1 <- matrix(rnorm(60 * 50), 60, 50)
data2 <- matrix(rnorm(54 * 50), 54, 50)

result <- pls_spec() |>
  add_subjects(list(data1, data2), groups = c(20, 18)) |>
  add_conditions(3) |>
  configure(method = "task", nperm = 10) |>
  run(progress = FALSE)