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- Creator:
- Aiyagari, S. Rao; Braun, R. Anton; and Eckstein, Zvi
- Series:
- Staff report (Federal Reserve Bank of Minneapolis. Research Department)
- Number:
- 241
- Abstract:
This paper is motivated by empirical observations on the comovements of currency velocity, inflation, and the relative size of the credit services sector. We document these comovements and incorporate into a monetary growth model a credit services sector that provides services that help people economize on money. Our model makes two new contributions. First, we show that direct evidence on the appropriately defined credit service sector for the United States is consistent with the welfare cost measured using an estimated money demand schedule. Second, we provide welfare cost of inflation estimates that have some new features.
- Subject (JEL):
- E51 - Money Supply; Credit; Money Multipliers and E31 - Price Level; Inflation; Deflation
- Creator:
- Kilian, Lutz and Ohanian, Lee E.
- Series:
- Staff report (Federal Reserve Bank of Minneapolis. Research Department)
- Number:
- 244
- Abstract:
Unit root tests against trend break alternatives are based on the premise that the dating of the trend breaks coincides with major economic events with permanent effects on economic activity, such as wars and depressions. Standard economic theory, however, suggests that these events have large transitory, rather than permanent, effects on economic activity. Conventional unit root tests against trend break alternatives based on linear ARIMA models do not capture these transitory effects and can result in severely distorted inference. We quantify the size distortions for a simple model in which the effects of wars and depressions can reasonably be interpreted as transitory. Monte Carlo simulations show that in moderate samples, the widely used Zivot-Andrews (1992) test mistakes transitory dynamics for trend breaks with high probability. We conclude that these tests should be used only if there are no plausible economic explanations for apparent trend breaks in the data.
- Keyword:
- Transitory Shocks, Trend-Breaks, and Unit Roots
- Subject (JEL):
- C15 - Statistical Simulation Methods: General, E32 - Business Fluctuations; Cycles, and C22 - Single Equation Models; Single Variables: Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
- Creator:
- McGrattan, Ellen R. and Schmitz, James Andrew
- Series:
- Staff report (Federal Reserve Bank of Minneapolis. Research Department)
- Number:
- 250
- Abstract:
This chapter reviews the literature that tries to explain the disparity and variation of GDP per worker and GDP per capita across countries and across time. There are many potential explanations for the different patterns of development across countries, including differences in luck, raw materials, geography, preferences, and economic policies. We focus on differences in economic policies and ask to what extent can differences in policies across countries account for the observed variability in income levels and their growth rates. We review estimates for a wide range of policy variables. In many cases, the magnitude of the estimates is under debate. Estimates found by running cross-sectional growth regressions are sensitive to which variables are included as explanatory variables. Estimates found using quantitative theory depend in critical ways on values of parameters and measures of factor inputs for which there is little consensus. In this chapter, we review the ongoing debates of the literature and the progress that has been made thus far.
- Keyword:
- Growth regressions, Endogenous growth theory, Growth accounting, and Cross-country income differences
- Subject (JEL):
- O11 - Macroeconomic Analyses of Economic Development, E65 - Studies of Particular Policy Episodes, O47 - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence, E62 - Fiscal Policy, and O41 - One, Two, and Multisector Growth Models
- Creator:
- McGrattan, Ellen R.
- Series:
- Staff report (Federal Reserve Bank of Minneapolis. Research Department)
- Number:
- 247
- Abstract:
I argue that low-frequency movements in U.S. base velocity are well explained by standard models of money demand. The model of Gordon, Leeper, and Zha is not standard because they assume a very high interest elasticity. The positive conclusion that they reach about the model’s ability to mimic movements in velocity necessarily implies that predicted movements in interest rates are too smooth.
- Creator:
- Zhou, Ruilin
- Series:
- Staff report (Federal Reserve Bank of Minneapolis. Research Department)
- Number:
- 222
- Abstract:
This paper investigates the characteristics of stationary single-price equilibrium in a monetary random-matching model where agents can hold an arbitrary amount of divisible money and where production is costly. At such an equilibrium, agents’ money holdings are endogenously determined and uniformly bounded. A refinement of weakly undominated strategies is argued to be necessary. It is shown that a continuum of single-price equilibria indexed by the aggregate real-money balance exists if one such equilibrium exists. Equilibria with different money-holdings upper bounds, hence different distributions, but with identical aggregate real-money balances, can coexist.
- Subject (JEL):
- D51 - Exchange and Production Economies and E40 - Money and Interest Rates: General
- Creator:
- Cole, Harold Linh, 1957- and Kocherlakota, Narayana Rao, 1963-
- Series:
- Staff report (Federal Reserve Bank of Minneapolis. Research Department)
- Number:
- 254
- Abstract:
We consider a class of dynamic games in which each player's actions are unobservable to the other players and each player's actions can influence a state variable that is unobservable to the other players. We develop an algorithm that solves for the subset of sequential equilibria in which equilibrium strategies depend on private information only through the privately observed state.
- Subject (JEL):
- C63 - Computational Techniques; Simulation Modeling and C73 - Stochastic and Dynamic Games; Evolutionary Games; Repeated Games
37. Using Simulation Methods for Bayesian Econometric Models: Inference, Development, and Communication
- Creator:
- Geweke, John
- Series:
- Staff report (Federal Reserve Bank of Minneapolis. Research Department)
- Number:
- 249
- Abstract:
This paper surveys the fundamental principles of subjective Bayesian inference in econometrics and the implementation of those principles using posterior simulation methods. The emphasis is on the combination of models and the development of predictive distributions. Moving beyond conditioning on a fixed number of completely specified models, the paper introduces subjective Bayesian tools for formal comparison of these models with as yet incompletely specified models. The paper then shows how posterior simulators can facilitate communication between investigators (for example, econometricians) on the one hand and remote clients (for example, decision makers) on the other, enabling clients to vary the prior distributions and functions of interest employed by investigators. A theme of the paper is the practicality of subjective Bayesian methods. To this end, the paper describes publicly available software for Bayesian inference, model development, and communication and provides illustrations using two simple econometric models.
- Creator:
- Cole, Harold Linh, 1957- and Kehoe, Timothy Jerome, 1953-
- Series:
- Staff report (Federal Reserve Bank of Minneapolis. Research Department)
- Number:
- 211
- Abstract:
We characterize the values of government debt and the debt’s maturity structure under which financial crises brought on by a loss of confidence in the government can arise within a dynamic, stochastic general equilibrium model. We also characterize the optimal policy response of the government to the threat of such a crisis. We show that when the country’s fundamentals place it inside the crisis zone, the government is motivated to reduce its debt and exit the crisis zone because this leads to an economic boom and a reduction in the interest rate on the government’s debt. We show that this reduction may be quite gradual if debt is high or the probability of a crisis is low. We also show that, while lengthening the maturity of the debt can shrink the crisis zone, credibility-inducing policies can have perverse effects.
- Subject (JEL):
- H63 - National Debt; Debt Management; Sovereign Debt
- Creator:
- Chari, V. V.; Kehoe, Patrick J.; and McGrattan, Ellen R.
- Series:
- Staff report (Federal Reserve Bank of Minneapolis. Research Department)
- Number:
- 217
- Abstract:
We construct a quantitative equilibrium model with price setting and use it to ask whether with staggered price setting monetary shocks can generate business cycle fluctuations. These fluctuations include persistent output fluctuations along with the other defining features of business cycles, like volatile investment and smooth consumption. We assume that prices are exogenously sticky for a short period of time. Persistent output fluctuations require endogenous price stickiness in the sense that firms choose not to change prices very much when they can do so. We find that for a wide range of parameter values the amount of endogenous stickiness is small. As a result, we find that in a standard quantitative business cycle model staggered price setting, by itself, does not generate business cycle fluctuations.
- Keyword:
- Endogenous price stickiness, Staggered price-setting, and Monetary business cycles
- Creator:
- Berkowitz, Jeremy; Diebold, Francis X., 1959-; and Ohanian, Lee E.
- Series:
- Staff report (Federal Reserve Bank of Minneapolis. Research Department)
- Number:
- 243
- Abstract:
We propose a constructive, multivariate framework for assessing agreement between (generally misspecified) dynamic equilibrium models and data, a framework which enables a complete second-order comparison of the dynamic properties of models and data. We use bootstrap algorithms to evaluate the significance of deviations between models and data, and we use goodness-of-fit criteria to produce estimators that optimize economically relevant loss functions. We provide a detailed illustrative application to modeling the U.S. cattle cycle.
- Subject (JEL):
- C22 - Single Equation Models; Single Variables: Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes, C14 - Semiparametric and Nonparametric Methods: General, and C52 - Model Evaluation, Validation, and Selection