Error Correction Term Based Support Vector Regression for Time Series

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Documentation for package ‘ECTSVR’ version 0.2.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

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