- Joined
- May 2, 2002
- Professional Status
- Certified General Appraiser
- State
- Arkansas
Regression (specifically multilinear regression) should not be the issue. The issue is how can you spend a lot of time developing a data set that is large enough to do the job, or can we limit the variables and use a much smaller data set with a resulting analysis that is still good enough to reliably SUPPORT our adjustments. We cannot seek a universal truth with any real expectations because RE markets are imperfect. If the clients insist upon low fees, then the effort in using regression means the appraiser must work a select market area where they can add to, manipulate and analyze a large data set on a continuing basis, or rely upon a down and dirty shortcut method.Regression has been around a long time and is still used heavily in the Aerospace Industry
The promise of AVMs and the Zillow's of the world is that we can quantify housing in the same way we quantify the sale of gold on the gold market, or oil on the oil market or a stock. These are wrong. Gold is an instantaneous and liquid market. Houses side by side can sell for much different prices because the seller and buyer's motivations and the element of time, differences in appointment, the buyer's financial situation, and the skill of the selling agent. And if a couple, one important difference is the decision between them as to what they agree upon.
I think a lot of appraisers get hung up on making far too many adjustments. To me, 4 basic adjustments are justified. Size, effective age (which is condition and age combined), land value (as if vacant) and site or outbuildings. Adjusting small amounts for site view, location, etc. often leads to a central value that is little different from using less adjustments - in fact, can cause the range of value to spread and certainly increases the total gross adjustments and those gross adjustments are a measure of the reliability. The larger the gross adjustments, the less accurate the value is almost always going to be.