- Joined
- Jun 27, 2017
- Professional Status
- Certified General Appraiser
- State
- California
Any big data solution including MARS sucks for this. The main issues with those methods is that changes in different locations in the same neighborhood are not the same. And what the adjustments were two years ago is different from what it is today. It's really complicated.
You are controlling the adjustments then, not the data. My, my. You are breaking the rules. And no, it doesn't suck.
The problem is that overfitting data is easy and that is EXACTLY what most appraisers do. They get adjustments that work for the comps - but not the subject. Your method has to force generalization into the process of creating adjustments - to make it robust at prediction.
I hate to say this, but most appraisers are VERY backward. And mostly because they won't take the time and put forth the effort to learn MARS.
And of course, I am wasting my time telling this audience.
Matched pairs sucks not only because it sucks, but because most of the appraisers on this forum don't even understand how to use it. ... "Well there are too many variables to use anything else but matched pair analysis." --- When indeed "too many variables" is poison for matched pairs analysis.
Yea. I know. That's what the Appraisal Institute teaches. Well, that's another story.
Just for your info.