Construct an analysis_OLE object

Usage

setup_analysis_OLE(
  data,
  trial_status_col_name,
  treatment_col_name,
  outcome_col_name,
  covariates_col_name,
  method_OLE_obj,
  T_cross,
  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_OLE_obj: A method object of class `method_OLE_obj` for OLE analysis.
T_cross: Numeric crossover time point.
alpha: Significance level (default 0.05).

Value

An object of class `analysis_OLE_obj`.

Examples

setup_analysis_OLE(
  data = SyntheticData,
  trial_status_col_name = "S",
  treatment_col_name = "A",
  outcome_col_name = c("y1", "y2", "y3", "y4"),
  covariates_col_name = c("x1", "x2", "x3", "x4", "x5"),
  method_OLE_obj = setup_method_DID(method_name = "IPW"),
  T_cross = 2
)
#> <analysis_OLE_obj>
#>   Observations: 300 
#>   Trial status: S 
#>   Treatment: A 
#>   Outcomes: y1, y2, y3, y4 
#>   Covariates: x1, x2, x3, x4, x5 
#>   Method: IPW 
#>   T_cross: 2 
#>   Alpha: 0.05