Compare subgroups from a causal forest model. — margot_compare

Compare two sets of treatment-effect estimates and report their differences.

Usage

margot_compare_groups(
  group,
  subgroup,
  type = c("RD", "RR"),
  label_mapping = NULL,
  decimal_places = 3,
  group1_name = "Group 1",
  group2_name = "Group 2"
)

Arguments

group: data frame with treatment effects and confidence intervals for primary group
subgroup: data frame with treatment effects and confidence intervals for contrast group
type: Character; one of `"RD"` or `"RR"` (default: both allowed)
label_mapping: Optional named vector for nicer row labels
decimal_places: Number of digits for CI formatting (default: 3)
group1_name: Character; name to use for primary group (default: "Group 1")
group2_name: Character; name to use for contrast group (default: "Group 2")

Value

A list with: - `results`: a data frame with columns `Outcomes` and `Group Differences` - `interpretation`: a character string summarising reliable differences