Valuation discount refers to the reduction in the estimated value of an asset or business interest, often applied to reflect its lack of marketability or control compared to similar assets. This adjustment is crucial in financial analysis, estate planning, and tax reporting, ensuring that valuations accurately represent the real-world limitations and risks associated with the asset.