IAAO Research Exchange
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Leveraging Python and open-source constraint engines in comparable sales selection
This presentation will discuss the experimental usage of open-source constraint solvers and Python scripting to assist with comparable sales selection
Finding the secret sauce: The portability or non-portability of regression models
Models are built to replicate decisions and behaviors for specific markets. While there are some commonalities that allow model structures, data transformations, code and even adjustment coefficients to be used across jurisdictions, most markets have unique features and dynamics that prevent simply porting a model from one area to another. This presentation discusses the importance of seeking out and understanding the \u27secret sauce\u27 that drives each market, and presents examples of both portable and non-portable model elements
See More From the Air: Commercial Property Assessment Becomes Easier With High-Resolution Aerial Imagery (Strategic Partner Thought Leader Session)
Because of parking facilities, varied lot sizes and other design features, commercial properties can be more difficult to assess than residential properties. Aerial imagery provides a helpful view of those features. Plus, the measurements and data imbedded in aerial imagery are extremely accurate. Using imagery, assessors can reduce, or even eliminate, time-consuming and costly site visits, while also maintaining fair and equitable tax rolls. Hear real-life examples of counties using imagery to improve the commercial assessment process
Catalis Enterprise CAMA
Come join our Catalis team for an overview of our table-driven Direct Capitalization Income Approach with modeling. The session will outline setup and application of effectively using the income approach to mass appraise, income producing properties. We look forward to your attendance and participation
An Analytical Take on Mass Appraisal
In late 2021 emerging policy options re-envigored the Valuation Office Agency’s interest in Mass Appraisal. It had been 15 years since previous modelling, which was largely outsourced. Since then, the technology had been decommissioned and much of the expertise moved on. However, the Agency had grown its own analytical team, but in other areas. What could analysts, using the latest analytical platforms, such as R, offer? And how has that shaped our mass appraisal modelling – particularly the exploration of different methodologies? The path was uncertain, but the VOA has begun the journey to rekindle our mass appraisal capability, with analysts at the forefront
The Use of New, Existing and Changing Technology in the Assessment Field
This session will focus on the use of new and enhanced Technology across the Assessment field. I will share Technology examples involving everything from Imagery (Aerial and Street-Level) 3D Modeling (Whole Country, Netherlands), view shed analysis, the use of Lidar, Change Detection, Mobile Tablets, Smart Cities, Blighted Properties and AI. My plan is to share examples from numerous companies (Cyclomedia, Woolpert/DCS, Eagleview, ESRI Canada, Vexcel, Integraph, Near Map, Ecopia, Tyler, Schneider, etc) (without engaging in any type of promotional marketing or selling of any product or service,)and Jurisdiction Public Facing Websites (City of Philadelphia, Mason City IA, Monroe County FL and Franklin County OH)
Increasing Appraisal Capacity in the Big Apple With Mobile Technology
This session will discuss how New York City increased appraisal capacity and data integrity by utilizing mobile technology used by 100 field appraisers across 5 borough offices. The city utilizes a variety of highly configurable appraisal technologies for streamlining field and office tasks—from collecting property data to verifying, analyzing, and improving it
How to Implement Regression Modeling in a Small Jurisdiction
It is a common misconception that market models cannot be developed in small jurisdictions. Come listen to how the City of Poquoson, Va, a jurisdiction with only 6,000 parcels, successfully implemented a mass appraisal model using regression for residential properties
The Status and Outlook of the U.S. Economy and Monetary Policy
This presentation will provide an detailed discussion of the current status, and projected changes, of the primary sectors and factors in the U.S. economy. Namely, it will detail trends in U.S. production and consumption patterns, the labor market, and consumer inflation. It will also delve into the Federal Reserve\u27s monetary policy and the effects/implications of the Fed\u27s actions to date and projected actions in the near term future
Embracing Neurodiversity in the Workplace
Neurodiversity is not as scary as it sounds and embracing it can give your office a competitive edge from increased diversity in skills, ways of thinking, and approaches to problem-solving. Join the Women’s Initiative Network as we diverge from the neurotypical