Interactive macroeconomics: Stochastic aggregate dynamics with heterogeneous and interacting agents

Publication Type:
Book
Citation:
2017, pp. 1 - 285
Issue Date:
2017-04-04
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© Authors 2017. All right reserved. One of the major problems of macroeconomic theory is the way in which the people exchange goods in decentralized market economies. There are major disagreements among macroeconomists regarding tools to influence required outcomes. Since the mainstream efficient market theory fails to provide an internal coherent framework, there is a need for an alternative theory. The book provides an innovative approach for the analysis of agent based models, populated by the heterogeneous and interacting agents in the field of financial fragility. The text is divided in two parts; the first presents analytical developments of stochastic aggregation and macro-dynamics inference methods. The second part introduces macroeconomic models of financial fragility for complex systems populated by heterogeneous and interacting agents. The concepts of financial fragility and macroeconomic dynamics are explained in detail in separate chapters. The statistical physics approach is applied to explain theories of macroeconomic modelling and inference. Offers statistical mechanics approach to macroeconomics. Discusses use of statistical mechanics in macroeconomic modeling. Follows a probabilistic approach for the analytical solution of agent based models. Systematic treatment of stochastic dynamic aggregation techniques used for multi-agent models.
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