Construct an analysis_primary object — setup_analysis_primary • rdborrow

Construct an analysis_primary object

Usage

setup_analysis_primary(
  data,
  trial_status_col_name,
  treatment_col_name,
  outcome_col_name,
  covariates_col_name,
  method_weighting_obj,
  alpha = 0.05
)

Arguments

data: A data frame containing all subject-level data.
trial_status_col_name: Name of the trial status column.
treatment_col_name: Name of the treatment column.
outcome_col_name: Character vector of outcome column names.
covariates_col_name: Character vector of covariate column names.
method_weighting_obj: A weighting method object of class `method_primary_obj`.
alpha: Significance level (default 0.05).

Value

An object of class `analysis_primary_obj`.

Examples

setup_analysis_primary(
  data = SyntheticData,
  trial_status_col_name = "S",
  treatment_col_name = "A",
  outcome_col_name = c("y1", "y2"),
  covariates_col_name = c("x1", "x2", "x3", "x4", "x5"),
  method_weighting_obj = setup_method_weighting(method_name = "IPW")
)