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Home - Social Sciences - When Investors Fear the Wrong Model: Ambiguity and Misspecification in Portfolio Choice

Social Sciences

When Investors Fear the Wrong Model: Ambiguity and Misspecification in Portfolio Choice

Last updated: January 23, 2026 2:04 am
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When Investors Fear the Wrong Model: Ambiguity and Misspecification in Portfolio Choice

This theoretical study examines how investors’ portfolio decisions are shaped by two distinct concerns: uncertainty about which model is correct (ambiguity) and the fear that their chosen model is fundamentally wrong (misspecification). The findings reveal a critical split based on risk aversion. Investors who are risk-averse (and thus keen to hedge intertemporally) endogenously fear that returns are persistent, as this would undermine their hedging strategy. Conversely, risk-tolerant investors fear mean reversion. The model shows these concerns can lead to phenomena like belief scarring, market non-participation, and extrapolative expectations, offering a unified framework for understanding puzzling investor behavior.

Why it might matter to you:
This work provides a formal theoretical structure for the types of model uncertainty that can distort asset prices and investor behavior, a core concern in empirical asset pricing. It suggests that the “fear” priced into markets may differ systematically based on the average investor’s risk profile, which could be a factor in cross-sectional return patterns. For your work on market factors and portfolio performance, it highlights a psychological and structural layer beyond standard risk factors that may need consideration in model specification.

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