best blog of the year. it's like somebody walking into the locker room naked to impress everyone. then everyone gets naked to argue the point. i gave up my SRA, the thing i cherished so much, which in reality had become worthless. i looked at your appraisal. it didn't take long for me to get phased out. i can't imagine a normal person even understanding it. i am not arguing the quality of the report, or your methodology . i don't understand your placement, and flow of the information, it makes my head spin. although, i hope to grab some useful insight from it to use in my reports.
anyway, you are a braver appraiser than me. i wouldn't walk into this blog room naked.
Yes, I completely understand. It's a problem. MARS is totally documented and there are good beginner videos on using it. Appraisal is documented and we have courses for that. We have courses for using regression with appraisal. MARS is just a refinement on linear regression, so that is really not the issue.
What is different is the analysis of residuals and applying that to appraisal. We need more docs on that; although this technique of analyzing residuals is used in other areas. We see these various statistical techniques and methods continually flowing from one discipline to another. My son-in-law was telling me how they were looking to epidemiology for new statistical techniques to use in shale/oil exploration - "propensity score matching":
https://link.springer.com/article/10.1007/s11004-019-09847-z
Then I decided to see if that was already used in real estate -
https://pages.jh.edu/jrer/papers/pdf/past/vol33n02/05.245_278.pdf.
Now, I'm asking myself if it has value in valuation.
====== This is about appraising neighborhoods of properties, not just one property. Single property appraisals will loose out over more broad-based types of analysis, because customers want more accuracy, better prediction, low cost, AND FAST TURNAROUND. =================
You know when you do "matched pair" analysis, it is really just for one property. When you get into regression, you are developing a model for all the properties fed into the regression software.
So, yes, we have a lot of appraisers using regression. They don't realize they are building models for entire neighborhood property types - and that these models could be re-used for weeks or months even, depending on how stable the market is. How fast does a GLA adjustment change? How accurate does it even need to be? I remember when I started in appraisal and was told to use $25/sf for everything, years on end. In fact, if you have your comps evenly bracketed around the subject, changes in the GLA balance out. It only becomes really critical when the comps are completely out of balance, for one reason or another.
If I wanted to and wasn't partially retired and taking my sweet old time on everything, working on the car, going on vacation, wasn't so intellectual with broad-ranging interests, was more focused on making money, ....