Search Results
Showing results 1 to 6 of approximately 6.
(refine search)
Report
Forecasting in large macroeconomic panels using Bayesian Model Averaging
This paper considers the problem of forecasting in large macroeconomic panels using Bayesian model averaging. Practical methods for implementing Bayesian model averaging with factor models are described. These methods involve algorithms that simulate from the space defined by all possible models. We explain how these simulation algorithms can also be used to select the model with the highest marginal likelihood (or highest value of an information criterion) in an efficient manner. We apply these methods to the problem of forecasting GDP and inflation using quarterly U.S. data on 162 time ...
Report
One reason countries pay their debts: renegotiation and international trade
This paper estimates the effect of sovereign debt renegotiation on international trade. Sovereign default may be associated with a subsequent decline in international trade either because creditors want to deter default by debtors, or because trade finance dries up after default. To estimate the effect, I use an empirical gravity model of bilateral trade and a large panel data set covering fifty years and more than 200 trading partners. The model controls for a host of factors that influence bilateral trade flows, including the incidence of International Monetary Fund programs. Using the ...
Speech
Remarks at the Global Research Forum on International Macroeconomics and Finance
Introductory remarks at the Global Research Forum on International Macroeconomics and Finance.
Discussion Paper
Balances Are on the Rise—So Who Is Taking on More Credit Card Debt?
Total household debt balances continued their upward climb in the third quarter of 2022 with an increase of $351 billion, the largest nominal quarterly increase since 2007. This rise was driven by a $282 billion increase in mortgage balances, according to the latest Quarterly Report on Household Debt & Credit from the New York Fed’s Center for Microeconomic Data. Mortgages, historically the largest form of household debt, now comprise 71 percent of outstanding household debt balances, up from 69 percent in the fourth quarter of 2019. An increase in credit card balances was also a boost to ...
Working Paper
Domestic bond markets and inflation
This paper explores the relationship between inflation and the existence of a local, nominal, publicly-traded, long-maturity, domestic-currency bond market. Bond holders are exposed to capital losses through inflation and therefore represent a potential anti-inflationary force; we ask whether their influence is apparent both theoretically and empirically. We develop a simple theoretical model with heterogeneous agents where the issuance of such bonds leads to political pressure on the government to choose a lower inflation rate. We then check this prediction empirically using a panel of data, ...
Working Paper
How To Go Viral: A COVID-19 Model with Endogenously Time-Varying Parameters
This paper estimates a panel model with endogenously time-varying parameters for COVID-19 cases and deaths in U.S. states. The functional form for infections incorporates important features of epidemiological models but is flexibly parameterized to capture different trajectories of the pandemic. Daily deaths are modeled as a spike-and-slab regression on lagged cases. The paper's Bayesian estimation reveals that social distancing and testing have significant effects on the parameters. For example, a 10 percentage point increase in the positive test rate is associated with a 2 percentage point ...