RavenPack | June 08, 2021
Real-time news sentiment can significantly enhance the performance of traditional value, carry, momentum, and defensive style factors in the cross-section of developed market sovereign bonds.
With interest rates in developed markets (DM) currently hovering at historic lows, a long-only exposure to DM sovereign fixed income may prove challenging in the years ahead. Style investing offers an alternative way of capturing returns uncorrelated with traditional assets, and has recently been extended to bonds. In this paper, we take one step further and show how standard style factor performance can be enhanced with tilts based on real-time sentiment analytics from RavenPack.
We construct cross-sectional, dollar and duration neutral long-short portfolios for value, carry, momentum, and defensive styles as our benchmarks, and show that combining them into an equal-weighted strategy results in substantial portfolio diversification benefits.
We then apply economic news sentiment tilts to benchmark portfolio weights and find that this more dynamic style implementation significantly improves risk-adjusted performance across all four styles, in different country universes and at daily, weekly, and monthly rebalancing frequencies.
With weekly rebalancing, sentiment boosts the Sharpe ratios of the combined style strategies from 0.77 to 1.08 for the sample of 18 countries, and from 0.43 to 0.69 for the sample of the 6 sovereigns with the most liquid bond futures markets.
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We consider incorporating sentiment signals from news, earnings call transcripts, and insider transactions to
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We have gathered 12 insights from 2021 research that can be leveraged in 2022.