Creator: Sargent, Thomas J. Series: Working paper (Federal Reserve Bank of Minneapolis. Research Department) Number: 229 Keyword: Inverse Z-transform, Recursive projection formula, Inverse optimal control problem, Univariate optimization problem, Geometric distributed leads, and Linear prediction problem Subject (JEL): C02 - Mathematical Methods
Creator: Muench, Thomas J., Rolnick, Arthur J., 1944-, Wallace, Neil, and Weiler, William Series: Working paper (Federal Reserve Bank of Minneapolis. Research Department) Number: 019 Abstract:
Prediction interval tests are applied to the reduced forms of two quarterly models of the U.S. (the "old" FRB-MIT model and the Michigan model). The results illustrate the range of tests one can perform on an estimated simultaneous equation model. In particular, the tests determine whether ex post forecast errors can be attributed to structural deficiencies of the models. The paper examines confidence regions and other aspects of forecast distributions-comparisons between mean forecasts and nonstochastic forecasts, comparisons between, forecast variances from multiperiod endogenous simulations and those from one period simulations, and comparisons between forecast variances and residual variances.
Keyword: Michigan quarterly model, FRB-MIT quarterly model, and Monte Carlo experiment Subject (JEL): C53 - Forecasting Models; Simulation Methods, C52 - Model Evaluation, Validation, and Selection, and C30 - Multiple or Simultaneous Equation Models; Multiple Variables: General
Creator: Hansen, Lars Peter and Sargent, Thomas J. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 069 Abstract:
A prediction formula for geometrically declining sums of future forcing variables is derived for models in which the forcing variables are generated by a vector autoregressive-moving average process. This formula is useful in deducing and characterizing cross-equation restrictions implied by linear rational expectations models.
Creator: Anderson, Paul A. and Supel, Thomas M. Series: Working paper (Federal Reserve Bank of Minneapolis. Research Department) Number: 039 Abstract:
This paper puts forward a method for improving the forecasting accuracy of an existing macroeconometric model without changing its policy response characteristics. The procedure is an extension and formalization of the practice of additive adjustments currently used by most forecasters. The method should be of special interest to forecasters who use models built by other investigators because it does not involve reestimation of the original model and uses only information routinely included in the documentation available to model users. The paper ends with a demonstration of the prediction improvement realized by application of this method to a version of the MIT-Penn-SSRC (MPS) model.
Keyword: Multiperiod forecasting, MIT-Penn-SSRC model, MIT-Penn-MPS model, and Prediction Subject (JEL): C53 - Forecasting Models; Simulation Methods and C52 - Model Evaluation, Validation, and Selection
Creator: Kehoe, Patrick J. and Midrigan, Virgiliu Series: Working paper (Federal Reserve Bank of Minneapolis. Research Department) Number: 656 Abstract:
The classic explanation for the persistence and volatility of real exchange rates is that they are the result of nominal shocks in an economy with sticky goods prices. A key implication of this explanation is that if goods have differing degrees of price stickiness then relatively more sticky goods tend to have relatively more persistent and volatile good-level real exchange rates. Using panel data, we find only modest support for these key implications. The predictions of the theory for persistence have some modest support: in the data, the stickier is the price of a good the more persistent is its real exchange rate, but the theory predicts much more variation in persistence than is in the data. The predictions of the theory for volatility fare less well: in the data, the stickier is the price of a good the smaller is its conditional variance while in the theory the opposite holds. We show that allowing for pricing complementarities leads to a modest improvement in the theory’s predictions for persistence but little improvement in the theory’s predictions for conditional variances.
Subject (JEL): F00 - International Economics: General and F40 - Macroeconomic Aspects of International Trade and Finance: General
Creator: Engbom, Niklas Series: Working paper (Federal Reserve Bank of Minneapolis. Research Department) Number: 756 Abstract:
I develop an idea flows theory of firm and worker dynamics in order to assess the consequences of population aging. Older people are less likely to attempt entrepreneurship and switch employers because they have found better jobs. Consequently, aging reduces entry and worker mobility through a composition effect. In equilibrium, the lower entry rate implies fewer new, better job opportunities for workers, while the better matched labor market dissuades job creation and entry. Aging accounts for a large share of substantial declines in firm and worker dynamics since the 1980s, primarily due to equilibrium forces. Cross-state evidence supports these predictions.
Keyword: Demographics, Entrpreneurial choice, Labor turnover, Economic growth, and Employment Subject (JEL): J11 - Demographic Trends, Macroeconomic Effects, and Forecasts, E24 - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity, and O40 - Economic Growth and Aggregate Productivity: General
Creator: McGrattan, Ellen R. and Waddle, Andrea Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 542 Abstract:
Using simulations from a multicountry neoclassical growth model, we analyze several post-Brexit scenarios. First, the United Kingdom unilaterally imposes tighter restrictions on FDI and trade from other EU nations. Second, the European Union retaliates and imposes the same restrictions on the UK. Finally, the United Kingdom reduces restrictions on other nations during the post-Brexit transition. Model predictions depend crucially on the policy response of multinationals’ investment in technology capital, accumulated know-how from investments in R&D, brands, and organizations used simultaneously in their domestic and foreign operations.
Keyword: United Kingdom, FDI, Foreign investment, European Union, and Brexit Subject (JEL): F41 - Open Economy Macroeconomics, O34 - Intellectual Property and Intellectual Capital, O33 - Technological Change: Choices and Consequences; Diffusion Processes, and F23 - Multinational Firms; International Business
Creator: McGrattan, Ellen R. and Prescott, Edward C. Series: Staff report (Federal Reserve Bank of Minneapolis. Research Department) Number: 369 Abstract:
For the 1990s, the basic neoclassical growth model predicts a depressed economy, when in fact the U.S. economy boomed. We extend the base model by introducing intangible investment and non-neutral technology change with respect to producing intangible investment goods and find that the 1990s are not puzzling in light of this new theory. There is micro and macro evidence motivating our extension, and the theory’s predictions are in conformity with U.S. national accounts and capital gains. We compare accounting measures with corresponding measures for our model economy. We find that standard accounting measures greatly understate the 1990s boom.
Keyword: Intangible Investment, Hours, and Productivity Subject (JEL): O47 - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence, E23 - Macroeconomics: Production, O33 - Technological Change: Choices and Consequences; Diffusion Processes, and E22 - Investment; Capital; Intangible Capital; Capacity