Quantile Regression Outperforms OLS on House Price Estimates in Small-Sample Test
A comparison on 88 house sales found OLS predicted $164K for a $219K home, while quantile regression at the 5th and 95th percentiles produced a 90% interval of $136K to $227K.
Read the full story at Towards Data Science ↗
Timeline · 1 report
- 2026-11-09 12:00 · Towards Data Science
Quantile Regression Caught the House Price OLS Missed by $55K