dLagM-package |
Implementation of Time Series Regression Models with Distributed Lag Models |
ardlBound |
Implement ARDL bounds test |
ardlBoundOrders |
Find optimal orders (lag structure) for ARDL bounds test |
ardlDlm |
Implement finite autoregressive distributed lag model |
dlm |
Implement finite distributed lag model |
finiteDLMauto |
Find the optimal lag length for finite DLMs |
forecast |
Compute forecasts for distributed lag models |
GMRAE |
Compute goodness-of-fit measures for DLMs |
GoF |
Compute goodness-of-fit measures for DLMs |
grainProduction |
World oats, corn, rice, wheat production, CO2 emissions, temperature anomalies, cropland data |
koyckDlm |
Implement distributed lag models with Koyck transformation |
MAPE |
Compute goodness-of-fit measures for DLMs |
MASE |
Compute goodness-of-fit measures for DLMs |
MBRAE |
Compute goodness-of-fit measures for DLMs |
MRAE |
Compute goodness-of-fit measures for DLMs |
polyDlm |
Implement finite polynomial distributed lag model |
rolCorPlot |
PLot the rolling correlations |
sdPercentiles |
Test the significance of signal from rolling correlation analysis |
seaLevelTempSOI |
Global mean sea level (GMSL), mean land and ocean temperature anomalies, and Southern Oscillation Index (SOI) data |
sMAPE |
Compute goodness-of-fit measures for DLMs |
sortScore |
Sort AIC, BIC, MASE, MAPE, sMAPE, MRAE, GMRAE, or MBRAE scores |
sunspotTemp |
Sunspot numbers and mean temperature anomalies data |
warming |
Global warming and vehicle production data |
wheat |
World wheat production, CO2 emissions, and temperature anomalies data |