I provide an explanation for the puzzle of slow recovery of aggregate real variables from financial crises. My model features a representative investor who finances firms with optimal long-term contracts derived from a moral hazard problem. An increase in uncertainty about firm-productivity...

Ljungqvist and Sargent (2017) (LS) show that unemployment fluctuations can be understood in terms of a quantity they call the "fundamental surplus." However, their analysis ignores risk premia, a force that Hall (2017) shows is important in understanding unemployment fluctuations. We show how...

"A three-factor model using the standardized-unexpected-earnings and cashflow-to-price factors explains 15 well-known asset pricing anomalies." Our data-mining experiment provides a backdrop against which such claims can be evaluated. We construct three-factor linear pricing models that match...

This paper examines the relationship between technological progress and the riskiness of labor income using employer-employee matched income data from the United States. Results suggest innovation is associated with a substantial increase in the labor income risk, especially for workers at the...

We examine the relation between technological progress and the riskiness of labor income. Motivated by a simple model of creative destruction, we draw a distinction between technological innovation advanced by the firm, or its competitors. Using administrative data from the United States, we...

''A three-factor model using momentum and cashflow-to-price factors explains 14 asset pricing anomalies.'' Our model-mining experiment provides a backdrop to evaluate such claims. We construct three-factor linear pricing models that match return spreads associated with as many as 14 out of 27...

We examine the relation between technological progress and the riskiness of labor income. Motivated by a simple model of creative destruction, we draw a distinction between technological innovation advanced by the firm, or its competitors. Using administrative data from the United States, we...