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Working Paper
Financial and Macroeconomic Data Through the Lens of a Nonlinear Dynamic Factor Model
Through the lens of a nonlinear dynamic factor model, we study the role of exogenous shocks and internal propagation forces in driving the fluctuations of macroeconomic and financial data. The proposed model 1) allows for nonlinear dynamics in the state and measurement equations; 2) can generate asymmetric, state-dependent, and size-dependent responses of observables to shocks; and 3) can produce time-varying volatility and asymmetric tail risks in predictive distributions. We find evidence in favor of nonlinear dynamics in two important U.S. applications. The first uses interest rate data to ...
Working Paper
Financial and Macroeconomic Data Through the Lens of a Nonlinear Dynamic Factor Model
Through the lens of a nonlinear dynamic factor model, we study the role of exogenous shocks and internal propagation forces in driving the fluctuations of macroeconomic and financial data. The proposed model 1) allows for nonlinear dynamics in the state and measurement equations; 2) can generate asymmetric, state-dependent, and size-dependent responses of observables to shocks; and 3) can produce time-varying volatility and asymmetric tail risks in predictive distributions. We find evidence in favor of nonlinear dynamics in two important U.S. applications. The first uses interest rate data to ...
Discussion Paper
How Severe Was the Credit Cycle in the New York-Northern New Jersey Region?
U.S. households accumulated record-high levels of debt in the 2000s, and then began a process of deleveraging following the Great Recession and financial crisis. In some parts of the country, the rise and fall in household indebtedness was quite a bit sharper than in others. In this post, we highlight some of our research examining the magnitude of the recent credit cycle, and focus on how significant it?s been in New York State and northern New Jersey. Compared with the nation as a whole, we find that the region experienced a relatively mild credit cycle, although pockets of elevated ...