We derive asymptotic properties of estimators and test statistics to determine - in a grouped data setting - common versus group-specific factors. Despite the fact that our test statistic for the number of common factors, under the null, involves a parameter at the boundary (related to unit...

We analyze output growth risk with respect to financial conditions across U.S. manufacturing industries. Using a multi-level quantile regression approach, we find strong heterogeneity in growth risk, particularly between the more vulnerable durable goods sector and the more resilient nondurable...

In standard error correction models GDP and credit share a long-run cointegration relationship with causality running from GDP to credit. The models are inconclusive about the question whether credit has also a positive impact on GDP. A reason for the mixed effects is the dual nature of credit,...

The housing boom that preceded the Great Recession was the result of an increase in credit supply driven by looser lending constraints in the mortgage market. This view on the fundamental drivers of the boom is consistent with four empirical observations: the unprecedented rise in home prices,...

The extraordinary events surrounding the Great Recession have cast a considerable doubt on the traditional sources of macroeconomic instability. In their place, economists have singled out financial and uncertainty shocks as potentially important drivers of economic fluctuations. Empirically...

Consumption risk sharing among U.S. federal states increases in booms and decreases in recessions. We find that small firms' access to credit markets plays an important role in explaining this stylized fact: business cycle fluctuations in aggregate risk sharing are more pronounced in states in...

In this paper, we investigate the dynamic link between recessions and stock market liquidity by examining the predictive content of illiquidity for US recessions. After controlling for other commonly featured recession predictors such as term spreads and credit spreads, we find that the...

Recent literature theoretically assumes that exuberant Investors' sentiments increase the price of capital, signals strong fundamentals of the real side of the economy and drive asymmetric nonlinear asset prices. This study offers empirical insights into the interaction between investor...

This study contributes to the literature by identifying the most appropriate factor to detect and measure Financial Cycles, similar to Gross Domestic Product (GDP) for Business Cycles. Four financial variables were included in the study: Credit, House Prices, Share Prices and Interest Rates. The...