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Working Paper
Bias in Local Projections
Johannsen, Benjamin K.; Herbst, Edward (2021-01-04)
Local projections (LPs) are a popular tool in macroeconomic research. We show that LPs are often used with very small samples in the time dimension. Consequently, LP point estimates can be severely biased. We derive simple expressions for this bias and propose a way to bias-correct LPs. Small sample bias can also lead autocorrelation-robust standard errors to dramatically understate sampling uncertainty. We argue they should be avoided in LPs like the ones we study. Using identified monetary policy shocks, we demonstrate that the bias in point estimates can be economically meaningful and the ...
Finance and Economics Discussion Series , Paper 2020-010r1

Journal Article
The global saving glut and the fall in U.S. real interest rates: A 15-year retrospective
Barsky, Robert; Easton, Matthew (2021-03-31)
The authors revisit Ben Bernanke’s global saving glut (GSG) hypothesis from 2005—which links low long-term real interest rates in the United States to excess saving in a number of non-Western countries, including, but not limited to, China. Using an analytical framework and empirical data, they find that the ability of the GSG hypothesis to explain the fall in long-term real rates between 2002 and 2006 is likely much greater than its ability to account for the further fall in these rates from the Great Recession onward.
Economic Perspectives , Issue EP-2021-1 , Pages 15

Working Paper
Applications of Markov Chain Approximation Methods to Optimal Control Problems in Economics
Phelan, Tom; Eslami, Keyvan (2022-05-17)
In this paper we explore some benefits of using the finite-state Markov chain approximation (MCA) method of Kushner and Dupuis (2001) to solve continuous-time optimal control problems in economics. We first show that the implicit finite-difference scheme of Achdou et al. (2022) amounts to a limiting form of the MCA method for a certain choice of approximating chains and policy function iteration for the resulting system of equations. We then illustrate that, relative to the implicit finite-difference approach, using variations of modified policy function iteration to solve income fluctuation ...
Working Papers , Paper 21-04R

Report
The inflation-output trade-off revisited
Giannoni, Marc; Eggertsson, Gauti B. (2013-03-01)
A rich literature from the 1970s shows that as inflation expectations become more and more ingrained, monetary policy loses its stimulative effect. In the extreme, with perfectly anticipated inflation, there is no trade-off between inflation and output. A recent literature on the interest-rate zero lower bound, however, suggests there may be some benefits from anticipated inflation when he economy is in a liquidity trap. In this paper, we reconcile these two views by showing that while it is true, at positive interest rates, that inflation loses its stimulative effects as it becomes better ...
Staff Reports , Paper 608

Report
Fiat Value in the Theory of Value
Wessel, Ryan; Prescott, Edward C. (2016-06-22)
We explore monetary policy in a world without currency. In our world, money is a form of government debt that bears interest, which can be negative as well as positive. Services of money are a factor of production. We show that the national accounts must be revised in this world. Using our baseline economy, we determine the balanced growth paths for a set of money interest rate target policy regimes. Besides this interest rate, the only policy variable that differs across regimes is either the labor income tax rate or the inflation rate. We find that Friedman monetary satiation without ...
Staff Report , Paper 530

Working Paper
Applications of Markov Chain Approximation Methods to Optimal Control Problems in Economics
Phelan, Tom; Eslami, Keyvan (2021-02-10)
In this paper we explore some of the benefits of using the finite-state Markov chain approximation (MCA) method of Kushner and Dupuis (2001) to solve continuous-time optimal control problems. We first show that the implicit finite-difference scheme of Achdou et al. (2017) amounts to a limiting form of the MCA method for a certain choice of approximating chains and policy function iteration for the resulting system of equations. We then illustrate the benefits of departing from policy function iteration by showing that using variations of modified policy function iteration to solve income ...
Working Papers , Paper 21-04

Working Paper
Some International Evidence for Keynesian Economics Without the Phillips Curve
Farmer, Roger E. A.; Nicolo, Giovanni (2019-05-29)
Farmer and Nicol (2018) show that the Farmer Monetary (FM)-model outperforms the three-equation New-Keynesian (NK)-model in post war U.S. data. In this paper, we compare the marginal data density of the FM-model with marginal data densities for determinate and indeterminate versions of the NK-model for three separate samples using U.S., U.K. and Canadian data. We estimate versions of both models that restrict the parameters of the private sector equations to be the same for all three countries. Our preferred specification is the constrained version of the FM-model which has a marginal data ...
Finance and Economics Discussion Series , Paper 2019-032

Report
Moore’s Law and Economic Growth
Azar, Pablo (2021-05-01)
Over the past sixty years, semiconductor sizes have decreased by 50 percent every eighteen months, a trend known as Moore’s Law. Moore’s Law has increased productivity in virtually every industry, both by increasing the computational and storage power of electronic devices, and by allowing the incorporation of electronics into existing products such as vehicles and industrial machinery. In this paper, I examine the physical channel through which Moore’s Law affects GDP growth. A new model incorporates physical constraints on firms’ production functions and allows for new types of ...
Staff Reports , Paper 970

Working Paper
Non-Stationary Dynamic Factor Models for Large Datasets
Barigozzi, Matteo; Luciani, Matteo; Lippi, Marco (2016-03-04)
We study a Large-Dimensional Non-Stationary Dynamic Factor Model where (1) the factors Ft are I (1) and singular, that is Ft has dimension r and is driven by q dynamic shocks with q less than r, (2) the idiosyncratic components are either I (0) or I (1). Under these assumption the factors Ft are cointegrated and modeled by a singular Error Correction Model. We provide conditions for consistent estimation, as both the cross-sectional size n, and the time dimension T, go to infinity, of the factors, the loadings, the shocks, the ECM coefficients and therefore the Impulse Response Functions. ...
Finance and Economics Discussion Series , Paper 2016-024

Working Paper
A Macroprudential Theory of Foreign Reserve Accumulation
Bengui, Julien; Bianchi, Javier; Arce, Fernando (2019-08-26)
This paper proposes a theory of foreign reserves as macroprudential policy. We study an open economy model of financial crises, in which pecuniary externalities lead to over-borrowing, and show that by accumulating international reserves, the government can achieve the constrained-efficient allocation. The optimal reserve accumulation policy leans against the wind and significantly reduces the exposure to financial crises. The theory is consistent with the joint dynamics of private and official capital flows, both over time and in the cross section, and can quantitatively account for the ...
Working Papers , Paper 761

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