Hybrid EMD-SSA Forecasting with Artificial Neural Networks for
Time Series
![[R logo]](../../../doc/html/Rlogo.svg)
![[Up]](../../../doc/html/left.jpg)
![[Top]](../../../doc/html/up.jpg)
Documentation for package ‘EMDSSAForecast’ version 0.1.0
Help Pages
| accuracy_metrics | Forecast Accuracy Metrics |
| annTSforecast | ANN-Based Time-Series Forecast |
| emd_decompose | Empirical Mode Decomposition |
| emd_ssa_annTSforecast | Complete Hybrid EMD-SSA-ANN Forecast |
| plot.emd_ssa_annTSforecast | Plot Hybrid EMD-SSA-ANN Forecast |
| plot_imfs | Plot EMD Components |
| plot_ssa_trend | Plot SSA-Extracted Trend from an IMF |
| reconstruct_forecast | Forecast and Reconstruct EMD-SSA Components |
| ssa_trend | Extract an IMF Trend Using Singular Spectrum Analysis |
| tune_emd_ssa_annTSforecast | Tune SSA Window and Trend Rate |