Investment in inventories is known to be important for observed changes in GDP. However, inventory investment and the possibility that firms may fail to sell all goods are typically ignored in business cycle models. Using US data, the ability to sell is shown to be strongly procyclical. By...

This paper shows that the R² and the standard error have fatal flaws and are inadequate as accuracy tests for models with heterogeneous agents and aggregate risk. Using data from a Krusell-Smith economy, I show that approximations for the law of motion of aggregate capital for which the true...

We construct a method to solve models with heterogeneous agents and aggregate uncertainty that is simpler than existing algorithms; the aggregate law of motion is obtained neither by simulation nor by parameterization of the cross-sectional distribution, but by explicitly aggregating the...

Fluctuations in firms' revenues reduce firms' viability and are costly from a social welfare point of view even when agents are risk neutral if (i) the decision to continue operating a firm is not efficient at the margin so that fluctuations shorten firms' life expectancy (because they increase...

Financial innovation is widely believed to be at least partly responsible for the recent financial crisis. At the same time, there are empirical and theoretical arguments that support the view that changes in financial markets played a role in the "great moderation". If both are true, then the...

Several papers that make forecasts about the long-term impact of the current financial crisis rely on models in which there is only one type of financial crisis. These models tend to predict that the current crisis will have long lasting negative effects on economic growth. This paper points out...

This paper compares numerical solutions to the model of Krusell and Smith (1998) generated by different numerical algorithms. The algorithms have very similar implications for the correlations between different variables. Larger differences are observed for (i) the unconditional means and...

This Paper compares the responses of bank loan components to a monetary tightening with the responses to negative output shocks. Real estate and consumer loans sharply decrease during a monetary tightening but not after a negative output shock. In contrast, C&I loans (and commercial paper)...

This paper documents that debt and equity issuance are procyclical for most size-sorted firm categories of listed U.S. firms. The procyclicality of equity issuance decreases monotonically with firm size. At the aggregate level, however, the results are not conclusive. The reason is that issuance...

A robust finding for both small and large banks is that in response to a monetary tightening, real estate and consumer loans decrease while C&I loans increase. We also show that in a standard log-linear VAR the impulse response function of an aggregate variable is time varying. The finding that...