Batch LEiDA pipeline across subjects

Apply leida_pipeline() to multiple subjects in one call. Accepts either a named list of [N x Tmax] matrices or a 3-D array [N x Tmax x subjects].

Usage

batch_leida(data, ...)

Arguments

data

Named list of [N x Tmax] numeric matrices, or a 3-D numeric array with dimensions [N, Tmax, subjects]. For arrays, subject names are taken from dimnames(data)[[3]] if set, otherwise "sub1", "sub2", etc.

...

Additional arguments passed to leida_pipeline() (e.g. flp, fhi, delt, filter).

Value

Named list of dynR_leida objects, one per subject.

See also

stack_leida(), leida_pipeline()

Examples

set.seed(1)
ts_list <- list(
  sub01 = matrix(rnorm(10 * 200), nrow = 10),
  sub02 = matrix(rnorm(10 * 200), nrow = 10)
)
results <- batch_leida(ts_list, filter = FALSE)
names(results)
#> [1] "sub01" "sub02"