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Creator: Roberds, William Series: Business analysis committee meeting Abstract: One of the more significant developments in econometric modeling over the past decade has been the invention of the forecasting technique known as Bayesian vector autoregression (BVAR). This paper provides a detailed description of the process of specifying a BVAR model of quarterly time series on the U.S. macroeconomy. The postsample forecasting performance of the model is evaluated at an informal level by comparing the model's performance to certain naive forecasting methods, and is evaluated at a formal level by means of efficiency tests. Although the null hypothesis of efficiency is rejected for the model's forecasts, the accuracy of the model exceeds that of naive forecasting methods, and seems comparable to that of commercial forecasting firms for early quarter forecasts.
Keyword: Vector autoregression, BVAR, and Bayesian analysis Subject (JEL): C11 - Bayesian Analysis: General and C53 - Forecasting Models; Simulation Methods -
Creator: Prescott, Edward C. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 102 Abstract: Recent developments in business cycle theory are reviewed. The principal finding is that the growth model, which was developed to account for the secular patterns in important economic aggregates, displays the business cycle phenomena once it incorporates the observed randomness in the rate of technological advance. The amplitudes and serial correlation properties of fluctuations in output and employment that the growth model predicts match those historically experienced in the United States. Further, the model continues to display the growth facts it was developed to explain.
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Creator: Rolnick, Arthur J., 1944- and Weber, Warren E. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 088 Abstract: The claim that bad money drives out good is one of the oldest and most cited in economics. Economists refer to this claim as Gresham’s law. Yet despite its seemingly universal acceptance, this claim does not warrant its status as a law. We find it has no convincing explanations and many overlooked exceptions. We propose an alternative hypothesis based on the costs of using a medium of exchange at a nonpar price: small-denomination currency undervalued at the mint tends to disappear from circulation while large-denomination currency usually circulates at premium. Examining a variety of historical episodes when market and legal prices were different, we find our “law” can explain history much better than Gresham’s.
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Creator: Bryant, John B. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 053 Abstract: In a simple, coherent, general equilibrium model it is demonstrated why stock market prices do not reflect costly but socially useless information.
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Creator: Chari, V. V. and Kehoe, Patrick J. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 122 Abstract: We propose a definition of time consistent policy for infinite horizon economies with competitive private agents. Allocations and policies are defined as functions of the history of past policies. A sustainable equilibrium is a sequence of history-contingent policies and allocations that satisfy certain sequential rationality conditions for the government and for private agents. We provide a complete characterization of the sustainable equilibrium outcomes for a variant of Fischer’s (1980) model of capital taxation. We also relate our work to recent developments in the theory of repeated games.
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Creator: Doan, Thomas; Litterman, Robert B.; and Sims, Christopher A. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 093 Abstract: This paper develops a forecasting procedure based on a Bayesian method for estimating vector autoregressions. We apply the procedure to 10 macroeconomic variables and show that it produces more accurate out-of-sample forecasts than univariate equations do. Although cross-variable responses are damped by the prior, our estimates capture considerable interaction among the variables.
We provide unconditional forecasts as of 1982:12 and 1983:3. We also describe how a model such as this can be used to make conditional projections and analyze policy alternatives. As an example, we analyze a Congressional Budget Office forecast made in 1982:12.
While no automatic casual interpretations arise from models like ours, such models provide a detailed characterization of the dynamic statistical interdependence of a set of economic variables. That information may help evaluate casual hypotheses without containing any such hypotheses.
Keyword: Conditional projections, Vector autoregressions, Forecasting, Macroeconomic modeling, and Rayesian analysis -
Creator: Rolnick, Arthur J., 1944- and Weber, Warren E. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 097 Abstract: This paper explains why the risky notes of banks established during the Free Banking Era (1837–63) were demanded even when relatively safe specie (gold and silver coin) was an alternative. Free bank notes were demanded because they were priced to reflect the expected value of their backing. The empirical evidence supports this explanation. Specifically, in New York, Wisconsin, and Indiana the expected value of backing was sufficient for free bank notes to circulate at par, which they did. In Minnesota the backing for notes was very poor: they exchanged well below par, being treated as small-denomination securities.
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Creator: Hansen, Lars Peter and Sargent, Thomas J. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 073 Abstract: This paper shows how the cross-equation restrictions implied by dynamic rational expectations models can be used to resolve the aliasing identification problem. Using a continuous time, linear-quadratic optimization environment, this paper describes how the resulting restrictions are sufficient to identify the parameters of the underlying continuous time process when it is known that the true continuous time process has a rational spectral density matrix.
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Creator: Sargent, Thomas J. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 077 Abstract: This paper surveys recent issues in macroeconomics from the viewpoint of dynamic economic theory. The need to look beyond demand and supply curves and the insights that come from doing so are emphasized. Examples of issues in debt management and fiscal policy are analyzed.
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Creator: Sargent, Thomas J. and Wallace, Neil Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 085 Abstract: Commodity money is modeled as one or two of the capital goods in a one-consumption good and one or two capital-good, overlapping generations model. Among the topics addressed using versions of the model are (i) the nature of the inefficiency of commodity money; (ii) the validity of quantity-theory predictions for commodity money systems; (iii) the circumstances under which one commodity emerges naturally as the commodity money; (iv) the role of inside money (money backed by private debt) in commodity money systems; and (v) the circumstances under which a government can choose the commodity to serve as the commodity money.
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Creator: Chari, V. V.; Kehoe, Patrick J.; and Prescott, Edward C. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 115 Abstract: No abstract available.
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Creator: Chari, V. V.; Jagannathan, Ravi; and Ofer, Aharon R. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 110 Abstract: An examination of the behavior of stock returns around quarterly earnings announcement dates finds a seasonal pattern: small firms show large positive abnormal returns and a sizable increase in the variability of returns around these dates. Only part of the large abnormal returns can be accounted for by the fact that firms with good news tend to announce early. Large firms show no abnormal returns around announcement dates and a much smaller increase in variability.
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Creator: Bryant, John B. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 054 Abstract: According to the folklore of economics, game theory has failed. This paper argues that that is an incorrect interpretation of the game theory literature. When faced with a well-posed problem, game theory provides a solution. When faced with an ill-posed problem, game theory fails to provide a solution. This is, indeed, the best one can hope for from a method of analysis! Further, some suggestions are made for facing game theory with well-posed economic problems.
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Creator: Greenwood, Jeremy, 1953- and Williamson, Stephen D. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 112 Abstract: This paper presents a two-country overlapping generations model in which financial intermediation arises endogenously as an incentive-compatible means of economizing on monitoring costs. Because of the existence of transactions costs, money markets in the two countries are segmented and investors have differential access to international credit markets. The model is used to generate predictions about the role of international intermediation in economic development and to examine the nature of business cycle phenomena across alternative exchange rate regimes. Disturbances are propagated by a credit allocation mechanism, which also lends a novel flavor to the model’s long-run properties.
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Creator: Litterman, Robert B. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 078 Abstract: This paper illustrates the application of observable index models to the problem of macroeconomic forecasting. In this context, a Bayesian prior is used to describe a class of models which impose the index structure with more or less weight. An out-of-sample forecasting experiment is used to measure the possible benefits of this approach. In addition, impulse response functions and the decomposition of forecast variance are analyzed to suggest a possible separation of real and nominal shocks into separate channels.
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Creator: Bryant, John B. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 047 Abstract: Long-term contracts are explained as equilibrium strategies of supergames. In the specific coherent general equilibrium model provided, limited mobility of labor, in the form of a fixed cost of moving, generates long-term contracts.