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Value / Carry·Strong OOS survival

Carry

High-yield assets outperform low-yield assets across almost every market.

Dividend yieldHigh yield factorIncome factorFX carryRoll yield (commodities)

Typical IS Sharpe

0.4 – 0.7

Typical OOS Sharpe

0.3 – 0.6

Capacity

Large-cap

Signal decay

Persistent

Low turnoverLong-only viable

Overview

Carry — earning the income embedded in an asset's current yield — is one of the oldest strategies in finance, dating to the covered interest parity literature and FX forward premium puzzles. Koijen, Moskowitz, Pedersen, and Vrugt (2018) showed that carry works not just in FX but in equities (dividend yield), fixed income (yield curve slope), commodities (futures roll yield), and credit. In equities, carry corresponds roughly to dividend yield or earnings yield, connecting it to the value literature. The universality of carry across markets and time periods makes it one of the most credible multi-asset risk premia.

Economic Intuition

Carry earns a premium because it embodies compensation for bearing risk that materializes when carry unwinds suddenly — as in the 2008 FX carry crash or equity dividend cuts during recessions. The carry trade has known crash risk: high-carry assets underperform sharply during liquidity crises when investors flee to safety. This is consistent with a risk-based explanation. Behavioral explanations are also plausible: investors may underweight yield components relative to price appreciation, systematically underpricing yield-rich assets.

Out-of-Sample Evidence

Strong OOS survival

Carry is one of the most robust premia across asset classes, and the theoretical motivation (compensation for crash risk) is well-specified enough to be credible out-of-sample. In equities, dividend yield as a factor has the advantage of being directly observable without accounting adjustments that create look-ahead bias. The main challenge for equity carry strategies is sector concentration: high-dividend-yield portfolios tend to overweight utilities and financials, creating unintended sector bets.

Key Papers

Foundational research on this factor — start here.

Carry

Koijen, R. S. J., Moskowitz, T. J., Pedersen, L. H., & Vrugt, E. B.

2018

Journal of Financial Economics

Value and Momentum Everywhere

Asness, C., Moskowitz, T. J., & Pedersen, L. H.

2013

Journal of Finance

Further Reading

Common Risk Factors in Currency Markets

Lustig, H., Roussanov, N., & Verdelhan, A.

2011

Review of Financial Studies