New approaches to macroeconomic modeling : evolutionary stochastic dynamics, multiple equilibria, and externalities as field effects

Bibliographic Information

New approaches to macroeconomic modeling : evolutionary stochastic dynamics, multiple equilibria, and externalities as field effects

Masanao Aoki

Cambridge University Press, 1996

  • : hbk

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Note

Includes bibliographical references (p. 268-280) and index

Description and Table of Contents

Description

This book contributes substantively to state-of-the-art macroeconomic modeling by providing a method for modeling large collections of heterogeneous agents subject to non-pairwise externality called field effects, i.e. feedback of aggregate effects on individual agents or agents using state-dependent strategies. Adopting a level of microeconomic description which keeps track of compositions of fractions of agents by 'types' or 'strategies', time evolution of the microeconomic states is described by (backward) Chapman-Kolmogorov equations. Macroeconomic dynamics naturally arise by expansion of the solution in some power series of the number of participants. Specification of the microeconomic transition rates thus leads to macroeconomic dynamic models. This approach provides a consistent way for dealing with multiple equilibria of macroeconomic dynamics by ergodic decomposition and associated calculations of mean first passage times, and stationary probabilities of equilibria further provide useful information on macroeconomic behavior.

Table of Contents

  • Part I. Introduction: 1. Introduction
  • 2. Simple illustrative and motivating examples
  • 3. Empirical distributions: statistical laws in macroeconomics
  • Part II. Modeling Interactions: 4. Modeling interactions I: Jump Markov processes
  • 5. Modeling interactions II: master equations and field effects
  • 6. Modeling interactions III: pairwise and multiple-pair interactions
  • Part III. Hierarchical Dynamics and Critical phenomena: 7. Sluggish dynamics and hierarchical state spaces
  • 8. Self-organizing and other critical phenomena in economic models
  • 9. Appendices
  • Symbol Index
  • Subject Index.

by "Nielsen BookData"

Details

  • NCID
    BA28993217
  • ISBN
    • 0521482070
  • LCCN
    95050134
  • Country Code
    uk
  • Title Language Code
    eng
  • Text Language Code
    eng
  • Place of Publication
    Cambridge ; New York
  • Pages/Volumes
    xv, 288 p.
  • Size
    24 cm
  • Classification
  • Subject Headings
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