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Working Paper
The S-curve: Understanding the Dynamics of Worldwide Financial Liberalization
Li, Nan; Papageorgiou, Chris; Zha, Tao (2021-07-13)
Using a novel database of domestic financial reforms in 90 countries from 1973 to 2014, we document that global financial liberalization followed an S-curve path: reforms were slow and gradual in early periods, accelerated during the 1990s, and slowed down after 2000. We estimate a learning model that explains these dynamics. Policymakers updated their beliefs about the growth effects of financial reforms by learning from their own and other countries' experiences. Positive growth surprises in advanced economies helped accelerate belief updating worldwide, leading to the global wave of ...
FRB Atlanta Working Paper , Paper 2021-19

Working Paper
Government Loan Guarantees during a Crisis: The Effect of the PPP on Bank Lending and Profitability
Marsh, W. Blake; Sharma, Padma (2021-07-14)
We study bank responses to the Paycheck Protection Program (PPP) and its effects on lender balance sheets and profitability. To address the endogeneity between bank decisions and balance sheet effects, we develop a Bayesian joint model that examines the decision to participate, the intensity of participation, and ultimate balance sheet outcomes. Overall, lenders were driven by risk-aversion and funding capacity rather than profitability in their decision to participate and the intensity of their participation. Indeed, with greater participation intensity, banks experienced sizable growth in ...
Research Working Paper , Paper RWP 21-03

Working Paper
Assessing Bayesian model comparison in small samples
Wynne, Mark A.; Martinez-Garcia, Enrique (2014-08-01)
We investigate the Bayesian approach to model comparison within a two-country framework with nominal rigidities using the workhorse New Keynesian open-economy model of Martnez-Garca and Wynne (2010). We discuss the trade-offs that monetary policy characterized by a Taylor-type rule faces in an interconnected world, with perfectly flexible exchange rates. We then use posterior model probabilities to evaluate the weight of evidence in support of such a model when estimated against more parsimonious specifications that either abstract from monetary frictions or assume autarky by means of ...
Globalization Institute Working Papers , Paper 189

Working Paper
Estimating (Markov-Switching) VAR Models without Gibbs Sampling: A Sequential Monte Carlo Approach
Bognanni, Mark; Herbst, Edward (2014-11-12)
Vector autoregressions with Markov-switching parameters (MS-VARs) offer dramatically better data fit than their constant-parameter predecessors. However, computational complications, as well as negative results about the importance of switching in parameters other than shock variances, have caused MS-VARs to see only sparse usage. For our first contribution, we document the effectiveness of Sequential Monte Carlo (SMC) algorithms at estimating MSVAR posteriors. Relative to multi-step, model-specific MCMC routines, SMC has the advantages of being simpler to implement, readily parallelizable, ...
Working Papers (Old Series) , Paper 1427

Working Paper
Monetary Policy and Macroeconomic Stability Revisited
Kurozumi, Takushi; Hirose, Yasuo; Van Zandweghe, Willem (2019-06-27)
A large literature has established that the Fed? change from a passive to an active policy response to inflation led to US macroeconomic stability after the Great Inflation of the 1970s. This paper revisits the literature?s view by estimating a generalized New Keynesian model using a full-information Bayesian method that allows for equilibrium indeterminacy and adopts a sequential Monte Carlo algorithm. The model empirically outperforms canonical New Keynesian models that confirm the literature?s view. Our estimated model shows an active policy response to inflation even during the Great ...
Working Papers , Paper 19-14

Working Paper
Capital-Task Complementarity and the Decline of the U.S. Labor Share of Income
Orak, Musa (2017-03)
This paper provides evidence that shifts in the occupational composition of the U.S. workforce are the most important factor explaining the trend decline in the labor share over the past four decades. Estimates suggest that while there is unitary elasticity between equipment capital and non-routine tasks, equipment capital and routine tasks are highly substitutable. Through the lenses of a general equilibrium model with occupational choice and the estimated production technology, I document that the fall in relative price of equipment capital alone can explain 72 percent of the observed ...
International Finance Discussion Papers , Paper 1200

Working Paper
DSGE-SVt: An Econometric Toolkit for High-Dimensional DSGE Models with SV and t Errors
Shin, Minchul; Tan, Fei; Chib, Siddhartha (2021-01-04)
Currently, there is growing interest in dynamic stochastic general equilibrium (DSGE) models that have more parameters, endogenous variables, exogenous shocks, and observables than the Smets and Wouters (2007) model, and substantial additional complexities from non-Gaussian distributions and the incorporation of time-varying volatility. The popular DYNARE software package, which has proved useful for small and medium-scale models is, however, not capable of handling such models, thus inhibiting the formulation and estimation of more re-alistic DSGE models. A primary goal of this paper is to ...
Working Papers , Paper 21-02

Working Paper
Risk-Shifting, Regulation, and Government Assistance
Sharma, Padma (2019-11-26)
This paper examines an episode when policy response to a financial crisis effectively incentivized financial institutions to reallocate their portfolios toward safe assets. Following a shift to a regime of enhanced regulation and scaled-down public assistance during the savings and loan crisis in 1989, I find that thrifts with a high probability of failure increased their composition of safe assets relative to thrifts with a low probability of failure. The findings also show a shift to safe assets among stock thrifts relative to mutual thrifts, thereby providing evidence of risk-shifting from ...
Research Working Paper , Paper RWP 19-10

Working Paper
The Usefulness of the Median CPI in Bayesian VARs Used for Macroeconomic Forecasting and Policy
Zaman, Saeed; Meyer, Brent (2016-11-01)
In this paper we investigate the forecasting performance of the median Consumer Price Index (CPI) in a variety of Bayesian vector autoregressions (BVARs) that are often used for monetary policy. Until now, the use of trimmed-mean price statistics in forecasting inflation has often been relegated to simple univariate or Phillips curve approaches, thus limiting their usefulness in applications that require consistent forecasts of multiple macro variables. We find that inclusion of an extreme trimmed-mean measure?the median CPI?improves the forecasts of both core and headline inflation (CPI and ...
FRB Atlanta Working Paper , Paper 2016-13

Working Paper
Estimating Macroeconomic Models of Financial Crises: An Endogenous Regime-Switching Approach
Foerster, Andrew; Benigno, Gianluca; Otrok, Christopher; Rebucci, Alessandro (2020-03-30)
We estimate a workhorse DSGE model with an occasionally binding borrowing constraint. First, we propose a new specification of the occasionally binding constraint, where the transition between the unconstrained and constrained states is a stochastic function of the leverage level and the constraint multiplier. This specification maps into an endogenous regime-switching model. Second, we develop a general perturbation method for the solution of such a model. Third, we estimate the model with Bayesian methods to fit Mexico's business cycle and financial crisis history since 1981. The estimated ...
Working Paper Series , Paper 2020-10

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