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Dynamic Asymptotically Ideal Models and Finite Approximation

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  • Fleissig, Adrian R
  • Swofford, James L
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    Abstract

    The authors extend W. A. Barnett and A. Jonas's (1983) asymptotically ideal model (AIM) to model for the possibility that the data were generated by a dynamic process. Prediction errors for dynamic and static AIM models are compared for various simulated datasets. Monetary data are also used to evaluate the AIM specifications. There is substantial evidence that an AR(1) correction considerably improves the quality of low-order finite approximations of AIM with the cost of estimating only one additional parameter. Furthermore, restricting a dynamic AIM to approximate only linear homogenous functions often results in severe misspecification.

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    Bibliographic Info

    Article provided by American Statistical Association in its journal Journal of Business and Economic Statistics.

    Volume (Year): 15 (1997)
    Issue (Month): 4 (October)
    Pages: 482-92

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    Handle: RePEc:bes:jnlbes:v:15:y:1997:i:4:p:482-92

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    Cited by:
    1. Drake, Leigh & Fleissig, Adrian R., 2010. "Substitution between monetary assets and consumer goods: New evidence on the monetary transmission mechanism," Journal of Banking & Finance, Elsevier, vol. 34(11), pages 2811-2821, November.
    2. Haroon Sarwar & Zakir Hussain & Masood Sarwar, 2011. "A Semi-Nonparametric Approach to the Demand for Money in Pakistan," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 16(2), pages 87-110, Jul-Dec.
    3. Fleissig, Adrian R. & Kastens, Terry & Terrell, Dek, 2000. "Evaluating the semi-nonparametric fourier, aim, and neural networks cost functions," Economics Letters, Elsevier, vol. 68(3), pages 235-244, September.
    4. Serletis, Apostolos & Rangel-Ruiz, Ricardo, 2005. "Microeconometrics and measurement matters: Some results from monetary economics for Canada," Journal of Macroeconomics, Elsevier, vol. 27(2), pages 307-330, June.
    5. Hilmer, Christiana E. & Holt, Matthew T., 2000. "A Comparison Of Resampling Techniques When Parameters Are On A Boundary: The Bootstrap, Subsample Bootstrap, And Subsample Jackknife," 2000 Annual meeting, July 30-August 2, Tampa, FL 21810, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    6. Sarwar, haroon & Hussian, zakir & Awan, masood sarwar, 2011. "Money Demand Functions for Pakistan (Divisia Approach)," MPRA Paper 34361, University Library of Munich, Germany.
    7. Brant, Molly & Marsh, Thomas L. & Featherstone, Allen M. & Crespi, John M., 2005. "Multivariate AIM Consumer Demand Model Applied to Dried Fruit, Raisins, and Dried Plums," 2005 Annual meeting, July 24-27, Providence, RI 19291, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).

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