ROC module

ROC module

Invoke ROC module

Usage

mod_roc(
  module_id,
  pred_dataset_name,
  resp_dataset_name,
  group_dataset_name,
  pred_cat_var = "PARCAT",
  pred_par_var = "PARAM",
  pred_value_vars = "AVAL",
  pred_visit_var = "AVISIT",
  resp_cat_var = "PARCAT",
  resp_par_var = "PARAM",
  resp_value_vars = c("CHG1", "CHG2"),
  resp_visit_var = "AVISIT",
  subjid_var = "USUBJID",
  compute_roc_fn = compute_roc_data,
  compute_metric_fn = compute_metric_data
)

Arguments

module_id

[character(1)]

Module identificator

pred_dataset_name, resp_dataset_name, group_dataset_name

Name of the dataset

pred_cat_var, pred_par_var, pred_visit_var, resp_cat_var, resp_par_var, resp_visit_var

[character(1)]

Columns from pred_dataset/resp_dataset that correspond to the parameter category, parameter and visit

pred_value_vars, resp_value_vars

[character(n)]

Columns from pred_dataset,resp_dataset that correspond to values of the parameters

subjid_var

[character(1)]

Column corresponding to subject ID

compute_roc_fn, compute_metric_fn

[function()]

Functions used to compute the ROC and metric analysis, please view the corresponding vignette for more details.