What happened to your method for boosting R2 for complex properties?
Real estate markets and using any model to determine value for complex properties is characterized by incomplete information.
It's not my method. It is similar in the sense that I analyze the residuals. I was having an email discussion with one of the statisticians at Salford Systems last week and tried to explain the method I was using. Of course he doesn't know much about appraisal. He misunderstood me and thought I was in fact talking about boosting .... Anyway another story.
The math seems difficult and it is probably impossible for many. For others it is step, step, push, push, patience - and they eventually understand it. But you need to start at the beginning and work forward on the concepts. Rome wasn't built in a day.
This particular book I recommended, does not require a graduate degree in math to understand, and it does a pretty good job of explaining things for someone who has had a year of undergrad calculus, linear algebra and statistics (each). So, it is a gem compared to the other books I've come across.
As to your statement about incomplete information, - of course, that problem abounds every where in statistics. My son-in-law, who does research for petroleum engineering, does a lot of data mining - and is always complaining to me about how much work they have to spend up front cleaning data.
- My MLS data is not bad at all, if only they wouldn't strip out the GPS data and a few other things. - I mean I have 5000 fields, with the lookups: Ocean View, Harbor View, View of the Marina, and so on. While I can access the San Diego MLS through mine, I don't think they have gotten around to pulling that system into the MLS feed. But I understand they are in the process of doing it. But I do get all of LA and many other areas.
But, the data keeps getting better.