OMB Individually Reported
Commercial Real Estate Index
Low riskExact public inventory row
Description
Synthesize commercial real estate data points into a comprehensive market index for improved market monitoring
Detailed example
A principal component, which then gets used as the index
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
c) Deployed – The use case is being actively authorized or utilized to support the functions or mission of an agency.
Expected benefit
Identify principal component using various data points to create a market index for commercial real estate
Controls / human review
ATO: Yes; PIA: Not published
Data needed
External – Real Estate