Publication date: 05/24/2021

Transfer Function Report

Each transfer function model is added to the Model Comparison table. If the Report check box for a transfer function model in the Model Comparison table is selected, a Transfer Function Model report is produced. If a holdback set is specified, a model plot is also available in the Model Comparison report.

Each Transfer Function Model report contains the following reports:

Model Summary

Parameter Estimates

Residuals

Forecasting Errors on Holdback Series

Interactive Forecasting

Iteration History

The information in the Model Summary, Parameter Estimates, Residuals, Forecasting Errors on Holdback Series, and Iteration History reports is the same as in the ARIMA and Seasonal ARIMA model report. For more information about these reports, see ARIMA and Seasonal ARIMA Model Report. The Parameter Estimates table is followed by the formula of the model, where B is the backshift operator.

Interactive Forecasting

The Interactive Forecasting report provides a forecasting graph based on a prediction interval specified in the Transfer Function Specification window. The prediction interval around the prediction is shown in blue. Change the confidence level for this prediction interval by entering a number in the Prediction Interval box above the graph.

You can drag the plus sign in the graph to change the number of forecast periods in the graph. In the forecast periods, you can change the input values using the Import Inputs from Table button or by dragging points in the input graph to different values. The results of your changes are reflected in the forecast periods of the output graph.

Figure 18.14 Interactive Forecasting Graph 

Interactive Forecasting Graph

Want more information? Have questions? Get answers in the JMP User Community (community.jmp.com).