Batch Process and Plot RATE Curves for Multiple Models — margot_plot_batch

This function processes multiple models, creates RATE (Rank Average Treatment Effect) plots for each model using the margot package, and optionally saves the plots.

Usage

margot_plot_batch_rate(
  models_binary,
  dpi = 300,
  width = 12,
  height = 8,
  save_plots = TRUE,
  output_dir = "rate_plots"
)

Arguments

dpi: The resolution of the saved plots in dots per inch. Default is 300.
width: The width of the saved plots in inches. Default is 12.
height: The height of the saved plots in inches. Default is 8.
save_plots: Logical indicating whether to save the plots to disk. Default is TRUE.
output_dir: The directory where plots should be saved. Default is "rate_plots".
models_list: A list of model results, where each element contains a 'rate_result' component.

Value

A list containing the generated ggplot objects for each model.

Examples

if (FALSE) { # \dontrun{
# Assuming 'models_binary' is your list of model results
models_to_process <- list(
  model_t2_env_climate_chg_cause_z = models_binary$result$model_t2_env_climate_chg_cause_z,
  model_t2_env_climate_chg_concern_z = models_binary$result$model_t2_env_climate_chg_concern_z,
  model_t2_envefficacy_z = models_binary$result$model_t2_envefficacy_z,
  model_t2_env_climate_chg_real_z = models_binary$result$model_t2_env_climate_chg_real_z,
  model_t2_env_sat_nz_environment_z = models_binary$result$model_t2_env_sat_nz_environment_z
)

# Run the batch processing
rate_plot <- margot_plot_batch_rate(models_to_process, output_dir = "path/to/your/output/directory")

# Access individual plots
rate_plot$model_t2_env_climate_chg_cause_z
} # }