Hedonic Pricing (Attribute Value)

Hedonic Pricing (Attribute Value)

Decompose price into the value of individual features (e.g., premium material, brand, speed).

Live Report Preview

Interact with the mock decision board below.

Price Driver Decomposition
Attribute Build-Up Waterfall
Valuation Gap (Over/Underpriced)
Price Waterfall (Global)
Value-to-Cost Frontier

Methodology & Governance

Transparent assumptions for CFO auditability.

Core Assumptions

  • Price is a linear sum of attribute values (in log space)
  • No major unobserved quality attributes

Data Requirements

  • SKUs500+
  • Attributes35 Tagged

Key Features

Screen SizeRefresh RateBatteryMaterialBrand

Watchlist (Failure Modes)

  • High multicollinearity (features always appear together)
  • Missing key attribute (e.g., 'cool factor')

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