Stochastic optimal control and the U.S. financial debt crisis

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書誌事項

Stochastic optimal control and the U.S. financial debt crisis

Jerome L. Stein

Springer, c2012

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注記

Includes bibliographical references and index

内容説明・目次

内容説明

Stochastic Optimal Control (SOC)-a mathematical theory concerned with minimizing a cost (or maximizing a payout) pertaining to a controlled dynamic process under uncertainty-has proven incredibly helpful to understanding and predicting debt crises and evaluating proposed financial regulation and risk management. Stochastic Optimal Control and the U.S. Financial Debt Crisis analyzes SOC in relation to the 2008 U.S. financial crisis, and offers a detailed framework depicting why such a methodology is best suited for reducing financial risk and addressing key regulatory issues. Topics discussed include the inadequacies of the current approaches underlying financial regulations, the use of SOC to explain debt crises and superiority over existing approaches to regulation, and the domestic and international applications of SOC to financial crises. Principles in this book will appeal to economists, mathematicians, and researchers interested in the U.S. financial debt crisis and optimal risk management.

目次

  • Introduction/preface .- Failure of the Fed, IMF, academic profession to anticipate the crisis, disregarded warnings.- Failure of the Quants, mathematical finance models.- Philosophy of Stochastic optimal control approach, relation to M-V analysis
  • Sensitivity of optimal debt and risk to alternative stochastic processes, Early Warning Signals.- Application of Stochastic Optimal Control to Financial crisis 2007-08.- AIG in the crisis.- Crises in the 1980s: Agricultural, S&L.- Diversity of debt crises in Euro.

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