Sitting on the Dock of the Bayes: Applying Bayesian Methods to Modern Real Estate Appraisal.

This article explores the application of Bayes' Theorem in real estate appraisal, highlighting how statistical reasoning can enhance property valuation. Moving beyond traditional point estimates, Bayesian inference enables appraisers to quantify uncertainty, incorporate professional judgment, and refine valuations as new market evidence emerges. The approach transforms subjective adjustments into probability distributions, producing defensible confidence intervals rather than single-point values. Through illustrated examples, the article demonstrates how Bayesian updating enhances credibility in challenging valuations, improves data utilization, and better communicates risk to clients. This methodology offers appraisers a powerful tool that balances analytical rigor with practical application in both residential and commercial settings. [ABSTRACT FROM AUTHOR]