This paper provides robustness checks and analytical derivations to supplement the material presented in the paper Skewness in Expected Macro Fundamentals and the Predictability of Equity Returns: Evidence and Theory.The paper to which these Appendices apply is available at the following URL:...

We document that the first and third cross-sectional moments of the distribution of GDP growth rates made by professional forecasters can predict equity excess returns, a finding which is robust to controlling for a large set of well established predictive factors. We show that introducing...

This paper extends the economic growth model tested by Levine and Zervos (1998) by including a measure for capital allocation efficiency proxied by stock price informativeness. Using a sample of 59 countries, this study finds that stock price informativeness as measured by firm-specific return...

We decompose consensus analyst long-term growth forecasts into a hard growth component that captures accounting information (asset and sales growth, profitability and equity dilution) and an orthogonal soft growth component. The soft component does not forecast future returns, and the hard...

Prior research finds expected returns decrease in firm-level total asset growth. This study shows that external growth, measured as asset growth raised from capital markets, has stronger power than total asset growth predicting the cross section of average returns. External growth subsumes the...

We propose a measure of corporate investment plans, namely, the expected investment growth (EIG). We document a robust finding that firms with high EIG have larger future investment growth and earn significantly higher returns than firms with low EIG, which cannot be fully explained by leading...