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Computational global macro : game theory, machine learning, and causal inference / Joseph Simonian.

By: Material type: TextPublication details: Singapore : World Scientific, c2025.Description: 1 online resource (xvii, 167 p.)ISBN:
  • 9789811293962
  • 9811293961
Subject(s): Genre/Form: DDC classification:
  • 658.155 23
LOC classification:
  • HD61
Online resources:
Contents:
Theories of human rationality and international relations -- Conflict -- Cooperation -- Games with complex interaction -- Causal inference in models of strategic interaction -- Portfolio construction.
Summary: "Computational Global Macro offers investors a new paradigm for the analysis of geopolitical risk. By drawing on game theory, reinforcement learning, and causal inference, the book provides investors with a novel framework for analyzing the political and economic interactions between global actors. In doing so it presents a counterpoint to the often informal and speculative approach to geopolitical analysis that is prevalent in the research produced by investment firms. The book will thus serve as a valuable reference for investment professionals, students, and academics seeking to apply sophisticated quantitative tools to the development of their macro views"-- Publisher's website.
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Cover image Item type Current library Home library Collection Shelving location Call number Materials specified Vol info URL Copy number Status Notes Date due Barcode Item holds Item hold queue priority Course reserves
Electronic Books CUTN Central Library 658.155 (Browse shelf(Opens below)) Link to resource Available EB04943

Includes bibliographical references and index.

Theories of human rationality and international relations -- Conflict -- Cooperation -- Games with complex interaction -- Causal inference in models of strategic interaction -- Portfolio construction.

"Computational Global Macro offers investors a new paradigm for the analysis of geopolitical risk. By drawing on game theory, reinforcement learning, and causal inference, the book provides investors with a novel framework for analyzing the political and economic interactions between global actors. In doing so it presents a counterpoint to the often informal and speculative approach to geopolitical analysis that is prevalent in the research produced by investment firms. The book will thus serve as a valuable reference for investment professionals, students, and academics seeking to apply sophisticated quantitative tools to the development of their macro views"-- Publisher's website.

Mode of access: World Wide Web.

System requirements: Adobe Acrobat Reader.

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