OMB Individually Reported
Variable Optimization
Low riskExact public inventory row
Description
Determine optimal lag structures to enhance accuracy for forecasting call report metrics
Detailed example
A forecast for select call report metrics
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
Automation level / stage
b) Pilot – The use case has been deployed in a limited test or pilot capacity.
Expected benefit
Iterate through alternative lag structures to identify the optimal one for forecasting call report metrics
Controls / human review
ATO: Yes; PIA: Not published
Data needed
Internal – FFIEC Call Report