Geographically Weighted Regression (GWR) versus Multiscale GWR (MGWR) in Mass Appraisal Modeling

Presentation Category

04 APPRAISING PROPERTY

General Session Description

Attendees will learn about the differences between GWR and MGWR for property valuation modeling across rural and urban markets. They will learn how localized regression techniques improve prediction accuracy, their calibration requirements, scalability challenges, and practical implementation strategies using modern spatial analysis tools.

Audience Expertise

Advanced (Developed for the participant who has a thorough knowledge of the areas covered.)

Location

Telus 101/102

Start Date

10-15-2026 1:30 PM

End Date

10-15-2026 3:00 PM

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Oct 15th, 1:30 PM Oct 15th, 3:00 PM

Geographically Weighted Regression (GWR) versus Multiscale GWR (MGWR) in Mass Appraisal Modeling

Telus 101/102

Attendees will learn about the differences between GWR and MGWR for property valuation modeling across rural and urban markets. They will learn how localized regression techniques improve prediction accuracy, their calibration requirements, scalability challenges, and practical implementation strategies using modern spatial analysis tools.