Univariate Logistic Regression Analysis

Usage

run_univariate_logistic_regression(
  data,
  outcomes,
  predictors,
  outcomes_map = NULL,
  predictors_map = NULL,
  output_dir = NULL,
  save_format = c("csv", "txt", "none")
)

Arguments

data: Data frame.
outcomes: Outcome variables (character vector).
predictors: Predictor variables (character vector).
outcomes_map: Optional named mapping from outcome variable names to display labels, e.g. c("A_B" = "A B").
predictors_map: Optional named mapping from predictor variable names to display labels.
output_dir: Output directory (optional; files are not saved if NULL).
save_format: Save format: "csv", "txt", or "none" (default "csv").

Value

A list with components results, saved_files and call.

Examples

if (FALSE) { # \dontrun{
# Basic usage
result <- run_univariate_logistic_regression(
  data = mtcars,
  outcomes = "vs",
  predictors = c("mpg", "drat")
)

# Save as CSV files
result <- run_univariate_logistic_regression(
  data = mtcars,
  outcomes = "vs",
  predictors = c("mpg", "drat"),
  output_dir = tempdir(),
  save_format = "csv"
)
} # }