- Joined
- Mar 11, 2008
- Professional Status
- Certified Residential Appraiser
- State
- Texas
This just in from Keith Wolf (Collateral Risk Innovation Manager at Freddie):
"AVMs do not adjust for property features. AVMs classify properties by features and then weight those features into an estimate of value. A regression model does the same thing with correlation weights. Both methods have errors in the approach but the errors are factored into the model. As long as the errors are consistent in a data set the estimate of value is close enough for mortgage lending work to approve a loan. When the errors are inconsistent like in a thin data set in a less populated and/or nonconforming property and/or area those estimates get less reliable. Roughly 30% of properties in the US fall into the thin market bucket."
"AVMs do not adjust for property features. AVMs classify properties by features and then weight those features into an estimate of value. A regression model does the same thing with correlation weights. Both methods have errors in the approach but the errors are factored into the model. As long as the errors are consistent in a data set the estimate of value is close enough for mortgage lending work to approve a loan. When the errors are inconsistent like in a thin data set in a less populated and/or nonconforming property and/or area those estimates get less reliable. Roughly 30% of properties in the US fall into the thin market bucket."