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Essays on Business Analytics and Gam...

Nguyen, Minh.

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Essays on Business Analytics and Game Theory.

Record Type:	Electronic resources : Monograph/item
Title/Author:	Essays on Business Analytics and Game Theory./
Author:	Nguyen, Minh.
Published:	Ann Arbor : ProQuest Dissertations & Theses, : 2023,
Description:	203 p.
Notes:	Source: Dissertations Abstracts International, Volume: 85-01, Section: A.
Contained By:	Dissertations Abstracts International85-01A.
Subject:	Finance. -
Online resource:	https://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=30492974
ISBN:	9798379894528

Essays on Business Analytics and Game Theory.
Nguyen, Minh.

Essays on Business Analytics and Game Theory. - Ann Arbor : ProQuest Dissertations & Theses, 2023 - 203 p.

Source: Dissertations Abstracts International, Volume: 85-01, Section: A.

Thesis (Ph.D.)--University of Hawai'i at Manoa, 2023.

This item must not be sold to any third party vendors.

This collection of essays explores several research topics in business analytics and game theory. The first essay, Chapter 2, applies text mining and machine learning to quantify the impact of natural disaster risk on firm performance. The second essay, Chapter 3, uses machine learning and the Merton model to predict corporate financial distress in a transition economy. The third essay, Chapter 4, investigates optimal investment strategies in finite and mean field games, considering the presence of risk-seeking agents and using a hyperbolic absolute risk aversion (HARA) utility function. Each chapter focuses on a specific type of shock, including climate shocks (Chapter 2), economic shocks (Chapter 3), and stochastic shocks (Chapter 4).

ISBN: 9798379894528Subjects--Topical Terms:

542899
Finance.
Subjects--Index Terms:

Business analytics

Essays on Business Analytics and Game Theory.
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100 1 $a Nguyen, Minh. $3 3432796
245 1 0 $a Essays on Business Analytics and Game Theory.
260 1 $a Ann Arbor : $b ProQuest Dissertations & Theses, $c 2023
300 $a 203 p.
500 $a Source: Dissertations Abstracts International, Volume: 85-01, Section: A.
500 $a Advisor: Juarez, Ruben.
502 $a Thesis (Ph.D.)--University of Hawai'i at Manoa, 2023.
506 $a This item must not be sold to any third party vendors.
520 $a This collection of essays explores several research topics in business analytics and game theory. The first essay, Chapter 2, applies text mining and machine learning to quantify the impact of natural disaster risk on firm performance. The second essay, Chapter 3, uses machine learning and the Merton model to predict corporate financial distress in a transition economy. The third essay, Chapter 4, investigates optimal investment strategies in finite and mean field games, considering the presence of risk-seeking agents and using a hyperbolic absolute risk aversion (HARA) utility function. Each chapter focuses on a specific type of shock, including climate shocks (Chapter 2), economic shocks (Chapter 3), and stochastic shocks (Chapter 4).
590 $a School code: 0085.
650 4 $a Finance. $3 542899
653 $a Business analytics
653 $a Financial distress
653 $a Firm performance
653 $a Game theory
653 $a Machine learning
690 $a 0501
690 $a 0511
690 $a 0508
710 2 $a University of Hawai'i at Manoa. $b Economics. $3 2093778
773 0 $t Dissertations Abstracts International $g 85-01A.
790 $a 0085
791 $a Ph.D.
792 $a 2023
793 $a English
856 4 0 $u https://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=30492974