I develop a new method that structures financial market data to forecast economic outcomes. I use it to study the IT sector's transition to its long-run share in the US economy. The method uses a model which links economy-wide growth with IT's market valuation to match transition data on...

We construct an asset pricing model with explicit default to develop a risk-based source of the distress anomaly. We show that distress produces sharply countercyclical betas leading to biased estimates of risk premia and alphas. This effect is amplified when earnings growth is mean-reverting,...