calculate_metrics       Calculate Performance Metrics
evaluate_models         Compare and Evaluate Models
plot_comparisons        Plot Model Comparisons
prepare_ectsvr_data     Prepare Data for ECT-SVR Analysis
run_ectsvr_analysis     Main Function for ECT-SVR Analysis
test_cointegration      Perform Johansen Cointegration Test
test_stationarity       Perform Stationarity Tests on Time Series
train_svr_models        Train SVR Models with Different Kernels
