What is in the CIO Report for Back-testing Strategy and Prediction?
The next-30-day pricing prediction for your asset of choice will be made by automated time-series modeling. The predictions will be back-tested with automated algorithms to validate your strategy: the choice of the asset and the rigor of the automated time-series model for your choice. In the daily email report, you will find three components:
- Prediction data for your strategy: asset of choice
- Prediction chart to visualize the data for your strategy
- Back-testing your strategy and prediction, including:
- Size of data for automated time-series modeling
- Best-fit time-series model
- Time-series model parameters
- Predicted data set
- Observed data set
- Back-testing P-value of predicted v.s. observed fit test
- Automated GARCH model fit-test report