Accounting for Spatial Autocorrelation in Algorithm-Driven Hedonic Models: A Spatial Cross-Validation Approach - Deppner, Juergen; Cajias, Marcelo (The journal of real estate finance and economics, 2024)
Keywords: Algorithms; Automated valuation models; Bias; Credit risk; Decision making; Economics; Economics and Finance; Financial Services; Generalizability; Hedonic modeling; Housing prices; Machine learning; Mass appraisal; Optimism; Regional/Spatial Science; Risk management; Spatial autocorrelation; Spatial cross-validation; Valuation; Valuation methods; Spatial cross-validation; Hedonic modeling; Spatial autocorrelation; Automated valuation models; Mass appraisal; Machine learning