This paper considers a non-stationary dynamic factor model for large datasets to disentangle long-run from short-run co-movements. We first propose a new Quasi Maximum Likelihood estimator of the model based on the Kalman Smoother and the Expectation Maximisation algorithm. The asymptotic...

We study the role of monetary policy for the dynamics of U.S. mortgage debt, which is the largest component of household indebtedness. A timevarying parameter VAR model allows us to study the variation in the mortgage debt sensitivity to monetary policy. We find that an identically-sized policy...

We study the effect of unemployment on child maltreatment in the United States for the period 2004-12, at the county level. We use a new administrative dataset containing every report of child abuse and neglect made to the Child Protective Services, and identify the effect using a Bartik...

In the presence of financial frictions, banks' capital position may constrain their ability to provide loans. The banking sector may thus have important feedback effects on the macroeconomy. To shed new light on this issue, we combine two approaches. First, we use microeconomic balance sheet...

We develop an empirical framework that allows us to account for producer-country, industry, and demand shocks as drivers of volatility at the industry level in open economies. Our methodology separately accounts for demand shocks originating in the home and foreign markets. Using a panel of...