Spectral analysis of stochastic and analytic simulation results for a nonlinear model for the Italian economy

Bianchi, Carlo and Calzolari, Giorgio and Cleur, Eugene M. (1978): Spectral analysis of stochastic and analytic simulation results for a nonlinear model for the Italian economy. Published in: Compstat 1978, Proceedings in Computational Statistics No. Ed. by L. C. A. Corsten, and J. Hermans. Vienna: Physica Verlag (1978): pp. 348-354.

Abstract

When dealing with nonlinear econometric models, resort is often made to simulation techniques for the investigation of their dynamic properties. A spectral analysis using stochastic and analytic simulation is carried out on a nonlinear model of the Italian economy. The two approaces are empirically compared.

• Item Type: MPRA Paper
• Language: English
• Keywords: Stochastic simulation; nonlinear econometric models; analytic simulation; spectral analysis; Monte Carlo methods
• Subjects: C - Mathematical and Quantitative Methods > C3 - Multiple or Simultaneous Equation Models ; Multiple Variables > C32 - Time-Series Models ; Dynamic Quantile Regressions ; Dynamic Treatment Effect Models ; Diffusion Processes ; State Space Models; C - Mathematical and Quantitative Methods > C5 - Econometric Modeling > C53 - Forecasting and Prediction Methods ; Simulation Methods

References

Adelman,I. and F.L.Adelman, "The Dynamic Properties of the Klein-Goldberger Model", Econometrica, 28, 596-625, 1959.

Bianchi,C., G.Calzolari and P.Corsi, "A Program for Stochastic Simulation of Econometric Models", Econometrica, 46, 235-236, 1978.

Bianchi,C., G.Calzolari and F.Sartori, "Stima e Simulazione di un Sistema Nonlineare di Equazioni Simultanee: una Applicazione al Modello ISPE del Metodo dei Minimi Quadrati a Due Stadi con Componenti Principali", Quaderni ISPE, Roma, 1978, (in Italian, forthcoming).

Chow,G.C., "Analysis and Control of Dynamic Economic Systems", John Wiley & Sons, New York, 1975.

Fitzgerald,V.W., "Dynamic Properties of a Non-linear Econometric Model", in "Econometric Studies of Macro and Monetary Relations", ed. by A.A.Powell and R.A.Williams, 169-193, North Holland, Amsterdam, 1973.

Hickman,B.G., editor, "Econometric Models of Cyclical Behavior", Studies in Income and Wealth No.36, NBER, New York, 1972.

Klein,L.R., "Dynamic Analysis of Economic Systems", Int. J. Math. Educ. Sci. Technol., 4, 341-359, 1973.

T.Kloek and L.B.M.Mennes, "Simultaneous Equations Estimation Based on Principal Components of Predetermired Variables", Econometrica, 28, 45-61, 1960.

McCarthy,M.D., "Some Notes on the Generation of Pseudo-Structural Errors for Use in Stochastic Simulation Studies", in "Econometric Models of Cyclical Behavior, ed. by B.G.Hickman, Studies in Income and Wealth No.36, 185-191, NBER, New York, 1972.

Sartori,F., "An Economic Model for Italy", presented at the IBM UK/IIASA Seminar on "Models for Regional Planning and Policy Making", Laxenburg, Vienna, 1977.