Search Constraints
Search Results
-
Creator: Fernandez-Villaverde, Jesus and Rubio-Ramírez, Juan Francisco Series: Joint committee on business and financial analysis Abstract: This paper presents a method to perform likelihood-based inference in nonlinear dynamic equilibrium economies. This type of models has become a standard tool in quantitative economics. However, existing literature has been forced so far to use moment procedures or linearization techniques to estimate these models. This situation is unsatisfactory: moment procedures suffer from strong small samples biases and linearization depends crucially on the shape of the true policy functions, possibly leading to erroneous answers. We propose the use of Sequential Monte Carlo methods to evaluate the likelihood function implied by the model. Then we can perform likelihood-based inference, either searching for a maximum (Quasi-Maximum Likelihood Estimation) or simulating the posterior using a Markov Chain Monte Carlo algorithm (Bayesian Estimation). We can also compare different models even if they are nonnested and misspecified. To perform classical model selection, we follow Vuong (1989) and use the Kullback-Leibler distance to build Likelihood Ratio Tests. To perform Bayesian model comparison, we build Bayes factors. As an application, we estimate the stochastic neoclassical growth model.
Keyword: Dynamic equilibrium economies, Sequential Monte Carlo methods, Nonlinear filtering, and Likelihood-based inference Subject (JEL): C15 - Statistical Simulation Methods: General, C13 - Estimation: General, C10 - Econometric and Statistical Methods and Methodology: General, and C11 - Bayesian Analysis: General -
Creator: Bullard, James and Duffy, John, 1964- Series: Joint committee on business and financial analysis Abstract: Trend-cycle decomposition has been problematic in equilibrium business cycle research. Many models are fundamentally based on the concept of balanced growth, and so have clear predictions concerning the nature of the multivariate trend that should exist in the data if the model is correct. But the multivariate trend that is removed from the data in this literature is not the same one that is predicted by the model. This is understandable, because unexpected changes in trends are difficult to model under a rational expectations assumption. A learning assumption is more appropriate here. We include learning in a standard equilibrium business cycle model with explicit growth. We ask how the economy might react to the important trend-changing events of the postwar era in industrialized economies, such as the productivity slowdown, increased labor force participation by women, and the "new economy" of the 1990s. This tells us what the model says about the trend that should be taken out of the data before the business cycle analysis begins. Thus we use learning to address the trend-cycle decomposition problem that plagues equilibrium business cycle research. We argue that a model-consistent approach, such as the one we suggest here, is necessary if the goal is to obtain an accurate assessment of an equilibrium business cycle model.
Keyword: Business cycle fluctuations, Equilibrium business cycle theory, Productivity slowdown, New economy, and Learning Subject (JEL): E30 - Prices, Business Fluctuations, and Cycles: General (includes Measurement and Data) and E20 - Consumption, Saving, Production, Investment, Labor Markets, and Informal Economy: General (includes Measurement and Data) -
Creator: Lagos, Ricardo and Rocheteau, Guillaume Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 341 Abstract: We construct a model where capital competes with fiat money as a medium of exchange, and we establish conditions on fundamentals under which fiat money can be both valued and socially beneficial. When the socially efficient stock of capital is too low to provide the liquidity agents need, they overaccumulate productive assets to use as media of exchange. When this is the case, there exists a monetary equilibrium that dominates the nonmonetary one in terms of welfare. Under the Friedman Rule, fiat money provides just enough liquidity so that agents choose to accumulate the same capital stock a social planner would.
Keyword: Commodity money and Fiat money Subject (JEL): E52 - Monetary Policy, E41 - Demand for Money, and E42 - Monetary Systems; Standards; Regimes; Government and the Monetary System; Payment Systems -
Creator: McGrattan, Ellen R. and Prescott, Edward C. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 396 Abstract: In this paper, we extend the growth model to include firm-specific technology capital and use it to assess the gains from opening to foreign direct investment. A firm’s technology capital is its unique know-how from investing in research and development, brands, and organization capital. Technology capital is distinguished from other forms of capital in that a firm can use it simultaneously in multiple domestic and foreign locations. A country can exploit foreign technology capital by permitting direct investment by foreign multinationals. In both steady-state and transitional analyses, the extended growth model predicts large gains to being open.
Keyword: Openness and Foreign direct investment Subject (JEL): F43 - Economic Growth of Open Economies, F23 - Multinational Firms; International Business, and O11 - Macroeconomic Analyses of Economic Development -
Creator: Cooper, Russell and Corbae, Dean Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 289 Abstract: We analyze financial collapses, such as the one that occurred during the U.S. Great Depression, from the perspective of a monetary model with multiple equilibria. The multiplicity arises from the presence of a strategic complementarity due to increasing returns to scale in the intermediation process. Intermediaries provide the link between savers and firms who require working capital for production. Fluctuations in the intermediation process are driven by variations in the confidence agents place in the financial system. From a positive perspective, our model matches closely the qualitative changes in important financial and real variables (the currency/deposit ratio, ex-post real interest rates, the level of intermediated activity, deflation, employment and production) over the Great Depression period, an experience often attributed to financial collapse. Further, we show how adding liquidity to the banking system through increases in the money supply is sufficient to overcome strategic uncertainty and thus avoid financial collapse.
-
Creator: Lagos, Ricardo and Rocheteau, Guillaume Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 342 Abstract: This paper studies the effects of anticipated inflation on aggregate output and welfare within a search-theoretic framework. We allow money-holders to choose the intensities with which they search for trading partners, so inflation affects the frequency of trade as well as the quantity of output produced in each trade. We consider the standard pricing mechanism for search models, i.e., ex post bargaining, as well as a notion of competitive pricing. If prices are bargained over, the equilibrium is generically inefficient and an increase in inflation reduces buyers’ search intensities, output and welfare. If prices are posted and buyers can direct their search, search intensities are increasing with inflation for low inflation rates and decreasing for high inflation rates. The Friedman Rule achieves the first-best allocation and inflation always reduces welfare even though it can have a positive effect on output for low inflation rates.
Keyword: Trade gains, Inflation rates, Velocity of money, Terms of trade, Trade surplus, Cash, and Prices Subject (JEL): E50 - Monetary Policy, Central Banking, and the Supply of Money and Credit: General and E40 - Money and Interest Rates: General -
Creator: Albanesi, Stefania; Chari, V. V.; and Christiano, Lawrence J. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 319 Abstract: Why is inflation persistently high in some periods and low in others? The reason may be absence of commitment in monetary policy. In a standard model, absence of commitment leads to multiple equilibria, or expectation traps, even without trigger strategies. In these traps, expectations of high or low inflation lead the public to take defensive actions, which then make accommodating those expectations the optimal monetary policy. Under commitment, the equilibrium is unique and the inflation rate is low on average. This analysis suggests that institutions which promote commitment can prevent high inflation episodes from recurring.
Subject (JEL): E50 - Monetary Policy, Central Banking, and the Supply of Money and Credit: General, E61 - Policy Objectives; Policy Designs and Consistency; Policy Coordination, and E63 - Comparative or Joint Analysis of Fiscal and Monetary Policy; Stabilization; Treasury Policy -
Creator: Chari, V. V. and Kehoe, Patrick J. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 308 Abstract: We analyze the setting of monetary and nonmonetary policies in monetary unions. We show that in these unions a time inconsistency problem in monetary policy leads to a novel type of free-rider problem in the setting of nonmonetary policies, such as labor market policy, fiscal policy, and bank regulation. The free-rider problem leads the union’s members to pursue lax nonmonetary policies that induce the monetary authority to generate high inflation. The free-rider problem can be mitigated by imposing constraints on the nonmonetary policies, like unionwide rules on labor market policy, debt constraints on members’ fiscal policy, and unionwide regulation of banks. When there is no time inconsistency problem, there is no free-rider problem, and constraints on nonmonetary policies are unnecessary and possibly harmful.
Keyword: Monetary regime, Dollarization, Maastricht Treaty, European Union, and Fixed exchange rates Subject (JEL): F41 - Open Economy Macroeconomics, E58 - Central Banks and Their Policies, E63 - Comparative or Joint Analysis of Fiscal and Monetary Policy; Stabilization; Treasury Policy, F33 - International Monetary Arrangements and Institutions, E42 - Monetary Systems; Standards; Regimes; Government and the Monetary System; Payment Systems, E61 - Policy Objectives; Policy Designs and Consistency; Policy Coordination, F42 - International Policy Coordination and Transmission, and F30 - International Finance: General -
Creator: Chari, V. V. and Kehoe, Patrick J. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 228 Abstract: Recent empirical work on financial crises documents that crises tend to occur when macroeconomic fundamentals are weak, but that even after conditioning on an exhaustive list of fundamentals, a sizable random component to crises and associated capital flows remains. We develop a model of herd behavior consistent with these observations. Informational frictions together with standard debt default problems lead to volatile capital flows resembling hot money and financial crises. We show that repaying debt during difficult times identifies a government as financially resilient, enhances its reputation and stabilizes capital flows. Bailing out governments deprives resilient countries of this opportunity.
-
Creator: Holmes, Thomas J. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 368 Abstract: Unionism in the United States is contagious; it spills out of coal mines and steel mills into other establishments in the neighborhood, like hospitals and supermarkets. The geographic spillover of unionism is documented here using a newly constructed establishment level data on unionism that is rich in geographic detail. A strong connection is found between unionism of health care establishments today and proximity to unionized coal mines and steel mills from the 1950s.
Keyword: Unions, South, Spillover, and Contagion Subject (JEL): R00 - Urban, Rural, Regional, Real Estate, and Transportation Economics: General and J50 - Labor-Management Relations, Trade Unions, and Collective Bargaining: General