Get all valid adjustment sets in an ADMG — all_adjustment_sets_admg • caugi

Enumerates all valid adjustment sets for estimating the causal effect of X on Y in an ADMG, up to a specified maximum size.

Usage

all_adjustment_sets_admg(
  cg,
  X = NULL,
  Y = NULL,
  X_index = NULL,
  Y_index = NULL,
  minimal = TRUE,
  max_size = 3L
)

Arguments

cg: A caugi object of class ADMG.
X, Y: Node names (can be vectors for multiple treatments/outcomes).
X_index, Y_index: Optional 1-based indices.
minimal: Logical; if TRUE (default), only minimal sets are returned.
max_size: Integer; maximum size of sets to consider (default 3).

Value

A list of character vectors, each a valid adjustment set (possibly empty list if none exist).

See also

Other adjustment: adjustment_set(), all_backdoor_sets(), d_separated(), is_valid_adjustment_admg(), is_valid_backdoor(), minimal_separator()

Examples

cg <- caugi(
  L %-->% X,
  X %-->% Y,
  L %-->% Y,
  M %-->% Y,
  class = "ADMG"
)

all_adjustment_sets_admg(cg, X = "X", Y = "Y", minimal = TRUE)
#> [[1]]
#> [1] "L"
#> 
# Returns {L} as minimal adjustment set