Compare model covariates against DAG-implied adjustments — check_adjustment • coMMpass

Checks whether the covariates used in a model match any of the DAG-implied minimal sufficient adjustment sets.

Usage

check_adjustment(
  model_covariates,
  exposure = "cytogenetic_risk",
  outcome = "overall_survival",
  dag = NULL
)

Arguments

model_covariates: Character vector of covariates used in the model.
exposure: Character. Exposure variable.
outcome: Character. Outcome variable.
dag: A `dagitty` DAG object.

Value

A list with `$sufficient` (logical), `$model_covariates`, `$adjustment_sets`, and `$recommendation`.