We outline a systematic approach to incorporate macroeconomic information into firm level forecasting from the perspective of an equity investor. Using a global sample of 198,315 firm-years over the 1998-2010 time period, we find that combining firm level exposures to countries (via geographic...

We find that four well-known characteristics (carry, defensive, momentum and value) explain a significant portion of the cross-sectional variation in corporate bond excess returns. These characteristics have positive risk-adjusted expected returns and are not subsumed by traditional market...

We examine whether fundamental measures of volatility are incremental to market based measures of volatility in (i) predicting bankruptcies (out of sample), (ii) explaining cross-sectional variation in credit spreads, and (iii) explaining future credit excess returns. Our fundamental measures of...

Style investing has become part of the investing nomenclature for equity markets. To date, despite the massive size of fixed income markets, little research has examined the efficacy of style-based investing in fixed income. In this paper we summarize a common style based framework for capturing...