A hedonic pricing index isolates pure price changes by statistically controlling for property characteristics, providing more accurate market trend measurement than simple average prices.
| Controlled Characteristic | Adjustment |
| Size (square footage) | Normalize to price per square foot |
| Location quality | Control for neighborhood tier |
| Age and condition | Adjust for depreciation |
| Amenities | Account for pool, gym, parking |
| View and floor level | Premium or discount factors |
| Index vs Average Price | Advantage |
| Average price | Distorted by mix of properties sold |
| Hedonic index | Isolates true price appreciation |
| Example scenario | Average price down due to more small units |
| Hedonic shows reality | Prices actually increased per square foot |
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