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Book-to-Market, Mispricing, and the Cross Section of Corporate Bond Returns

Söhnke M. Bartram, Mark Grinblatt and Yoshio Nozawa

Journal of Financial and Quantitative Analysis, 2025, vol. 60, issue 3, 1185-1233

Abstract: Corporate bonds’ book-to-market ratios predict returns computed from transaction prices. Senior bonds (even investment grade) with the 20% highest ratios outperform the 20% lowest by 3%–4% annually after non-parametrically controlling for numerous liquidity, default, microstructure, and priced-risk attributes: yield-to-maturity, bid–ask spread, duration/maturity, credit spread/rating, past returns, coupon, size, age, industry, and structural model equity hedges. Spreads for all-bond samples are larger. An efficient bond market would not exhibit the observed decay in the ratio’s predictive efficacy with implementation delays, small yield-to-maturity spreads, or similar-sized spreads across bonds with differing risks. A methodological innovation avoids liquidity filters and censorship that bias returns.

Date: 2025
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