“Ya gotta show your work,” my third-grade teacher said.  “But I got the answer right!” said I.

“Ya gotta support your adjustments,” they say.  “But I’m credible!” say I.

Incredible.

Why are we harangued to “support” our adjustments?  Why are we sold one form after another of magical adjustment calculators?  Another enchanted $129 class to forever solve our adjustment attitude!

USPAP says that’s all I have to be.  Be believable.  Be worthy of belief – be credible.  Just be.

Why do we have this problem — embarrassing, abusive, and seamy seeming unresolvable?

Why can’t we just take the numerical data, do some math, show our work, and get the answer right?  (Just like our third-grade teacher insisted?)

Why?

The theoretical ideal technical, econometric, algorithmic answer to that is difficult.  It involves such words as high-dimensionality, interaction, autocorrelation, non-linearity, heteroskedasticity, and predictable irrationality.

In simpler terms:  too many unknowns; not enough data.

Even simpler:  property uniqueness.

So how do we do better, given that the task is so mysterious?

The old way, developed early in the last century, recognized the difficulty of gathering data (on a onesey-twosey basis).  For non-residential work, it was more important who you knew than what you knew.  For residential work, the main issue was that good data (before internet MLS) was usually four months old before you got it.  And confirming (more recent sales) with public records meant a trip to the county assessor’s office.  Convenience and good judgment were king.

As such, once you had four or five ‘good’ comps, your work was mostly done!  Qualitative analysis (superior-similar-inferior) was trusted and easy to understand.  And the human brain handled three or four data points nicely, on one visual sheet of paper.

The task was not mysterious.  Trust was primary.  Credibility was expected of the appraiser-person, not the data!

Easy.  Find some comps.  Avoid adjustments.  Wrap up your thoughts.

Today, it’s not like that.   Hasn’t been for a long time.

Today, the world wants numbers.  Needs numbers.  The focus is on the data.  Results from data are measured in reliability: accuracy and precision…not believable credibility.

Data, information, and results cannot and should not be measured by credible “worthy of belief,” as dictated by USPAP.

Today, we can show our work.  We can show the data, we can show the parameters of our key variables.  We can show how the data is circumscribed for relevance.  Users can see the market, with visuals/graphs.

We can “let the data speak.”  The data and the model are self-explanatory.  There is minimal (or zero) need for ROV (Reconsideration Of Value) complications and slow-down and irritation.  Particularly, with the anticipated interactive online forms, the reviewer/underwriter can instantly get their “better comp.”

WE MEASURE MARKETS, NOT COMPARE COMPS.