Why is Data Science important for your future? The Big Four Part 3 — DS? (Read the earlier blogs here.) Easy. AI is on the way. It’s gonna be OK. UAD 3.6 is here and forces more detail in development and analysis. Appraiser judgment requires a deeper logic with more detail. Algorithms can be automated, […]
AV (Automated Valuation) is the second of our four topics in the discussion on The Big Four: AI, AV, DS, and BS. (Read the earlier blogs here.) Why these four topics? Because they cover the whole of the mechanical part of appraisal. It is my position that when good mechanics are in place, issues of […]
AI: Panacea or Pall? AI is the first of our four topics: AI, AV, DS, and BS. (See part zero for a review.) The capability of AI continues to increase. It seems the capability is defined not by the machine itself. Rather, it is defined (so far) by the human ability to harness the smart […]
Cyndi reminded me that gratitude is usually the topic for this week of the year. Again? First, I am grateful to Cyndi for doing the hard work of publishing the weekly blog, for the visuals – sometimes poignant, sometimes funny — as well as being a co-editor with chief editor and comma/period expert — Luanne. […]
While AI is a sweeping topic, we need to look back. Look back at the fundamentals of appraisal theory and what makes a good valuation different from a bad valuation. In exploring this “goodness,” we must consider all the topics and concepts that have entered the world of appraisal – Automated Valuation, Data Science, and […]
Modernize What ?!!! This is the last of this “modernize” series! Out with the old! In with the new! Modernize! The GSEs (Government Sponsored Enterprises – FannieMae and FreddieMac) adopted the “modernize” word. This in relation to their new data requirement electronic form. Which is now called generically the “UAD” (“Uniform Appraisal Dataset”) which is […]
Artificial intelligence (“Ai”) does things which mimic human intelligence. This includes learning, problem-solving, reasoning, and making decisions. These Ai systems use huge (or restricted) data to find patterns and make predictions. These are also the construct of data science. How does this relate to appraisal? This Modernizing Appraisal series is about the analysis process, not FannieMae and FreddieMac reporting requirements. The […]
Bank lending risk comprises borrower credit and liquidity, and those related to the interest rate, operational, business) issues, and market reversal. Market (trend) problems typically only become important when other risks trigger foreclosures. But trend declines can trigger the other four main risks. Market risk is now the highest it has been in many years. […]
This is silly – modernize value . . . Everybody knows what value is. Even if we have several different definitions of the word. It’s market price. Easy. No need to explore. Or is there? This Modernizing Appraisal series is about the analysis process, not FannieMae and FreddieMac reporting requirements. The process is identical: 1) The problem; 2) The data; 3) Predict or adjust; 4) Communicate. We continue […]
Will new regulations modernize AVMs? Will they equalize the large administrative regulatory cost burden of real appraisals? And who is subject to the “new rule”? Is it the AVM vendors and developers, or others (like banks) who use the output to make loans? This Modernizing Appraisal series is about the analysis process, not FannieMae and FreddieMac reporting requirements. The process is […]
Modernize comps? Silly do. Everybody knows what’s a good comp! Or do they? This simple claim forms the major dividing line between the old way, and the new way – the legacy “trust me” appraisal paradigm – and all other forms of valuation and risk assessment. This Modernizing Appraisal series is about the analysis process, not FannieMae and FreddieMac reporting requirements. […]
There are several appraisal standards. One, which is financed through appraiser licensing fees is called USPAP – Uniform Standards of Professional Appraisal Practice. In theory, USPAP is for “federally related transactions.” This Modernizing Appraisal series is about the analysis process, not FannieMae and FreddieMac reporting requirements. The process is identical: 1) The problem; 2) The data; 3) Predict or adjust; 4) Communicate. We continue here on #1 – […]
Intelligence is “the ability to acquire and apply knowledge and skills.” For valuation and risk decisions, we have three relevancies: Human intelligence applies research, market knowledge, and proper methodology skills. Artificial intelligence (Ai) follows instructions and context provided by the analyst. Human art – is an expression of ideas, intuition, and skill. This Modernizing Appraisal series is […]
Is traditional appraisal theory different from modern analytics theory? This Modernizing Appraisal series is about the analysis process, not FannieMae and FreddieMac reporting requirements. The process is identical: 1) The problem; 2) The data; 3) Predict or adjust; 4) Communicate. We continue here on #1 – defining the problem to be solved. Read the earlier parts […]
Artificial Intelligence (Ai) applications need data science! This Modernizing Appraisal series is about the analysis process, not the reporting revisions –(New URAR, UAD3.6). We step through: scope, data, and ”adjustments.” It sets today’s path to competence, using data science with artificial intelligence. […]
