This book provides introductory material about enterprise risk management, and the role of risk in decision making. It presents enterprise risk management from perspectives of finance, accounting, insurance, supply chain operations, and project management. Technology tools are addressed, to include financial models of risk as well as accounting aspects using data envelopment analysis, neural network tools for credit risk evaluation, and real option analysis applied to information technology outsourcing. Three chapters present enterprise risk management experience in China, to include banking, chemical plant operations, and information technology.
1;Preface;5 2;Contents;7 3;Part I Preliminary;10 3.1;Introduction;11 3.1.1;Part I: Preliminary;11 3.1.2;Part II: ERM Perspectives;12 3.1.3;Part III: ERM Technologies;12 3.1.4;Part IV: Applications of ERM in China;13 3.1.5;Thanks to Authors;14 3.1.6;End Notes;14 3.2;The Human Reaction to Risk and Opportunity;15 3.2.1;Introduction;15 3.2.2;Risk and Risk Events;16 3.2.3;Ductile Systems;16 3.2.4;The Value of the System;18 3.2.5;Social Amplification of Risk;19 3.2.6;The Perception of Risk, Dread and Knowledge;20 3.2.7;The Processing of Risk: Emotion Versus Reason;22 3.2.8;Quantification as a Coping Mechanism;23 3.2.9;Incentives and Operational Risk;24 3.2.10;Conclusion;27 3.2.11;End Notes;28 4;Part II ERM Perspectives;31 4.1;Enterprise Risk Management: Financial and Accounting Perspectives;33 4.1.1;ERM and Finance Operations: Key Financial Risks;33 4.1.2;The Accounting Perspective: The COSO ERM Cube;40 4.1.3;Conclusions;44 4.1.4;End Notes;45 4.2;An Empirical Study on Enterprise Risk Management in Insurance;47 4.2.1;Enterprise Risk Management in Insurance;47 4.2.2;Multidisciplinary Views of Risk;48 4.2.3;Insurance Industry Practice;50 4.2.4;Discussion;55 4.2.5;Conclusion;60 4.2.6;End Notes;61 4.3;Supply Chain Risk Management;65 4.3.1;Supply Chain Risk Management Process;65 4.3.2;Supply Management;67 4.3.3;Demand Management;68 4.3.4;Product Management;69 4.3.5;Supply Chain Disruption;69 4.3.6;Supply Chain Risks;69 4.3.7;Multiple Criteria Selection Model;71 4.3.8;Conclusions;73 4.3.9;End Notes;74 4.4;Two Polar Concept of Project Risk Management;77 4.4.1;Risk Management Processes;77 4.4.2;Equilibriant RMPs and Related Gaps;78 4.4.3;A Two Polar RMP Framework for Projects;83 4.4.4;Conclusion;96 4.4.5;End Notes;97 5;Part III ERM Technologies;101 5.1;The Mathematics of Risk Transfer;103 5.1.1;Hedge Funds of the Twenty-First Century;103 5.1.2;Pricing Risk;105 5.1.3;Collateralized Fund Obligations;111 5.1.4;Non-Gaussian Returns;113 5.1.5;Challenges in the New Century;118 5.1.6;End Notes;120 5.2;Stable Models in Risk Management;121 5.2.1;Introduction;121 5.2.2;Stable Laws: Simulation and Calibration;122 5.2.3;GARCH Calibration and Some Numerical Problems;129 5.2.4;End Notes;132 5.3;Hybrid Calibration Procedures for Term Structure Models;133 5.3.1;Introduction;133 5.3.2;Preliminaries;134 5.3.3;Explicit Pricing Formulas;136 5.3.4;Hybrid Calibration Procedures;141 5.3.5;Risk Measures;148 5.3.6;Conclusion;151 5.3.7;End Notes;151 5.4;The Sarbanes-Oxley Act and the Production Efficiency of Public Accounting Firms;153 5.4.1;Introduction;153 5.4.2;Background and Hypothesis Development;154 5.4.3;Research Design;156 5.4.4;Empirical Estimation and Results;160 5.4.5;Conclusion;166 5.4.6;End Notes;168 5.5;Credit Risk Evaluation Using Neural Networks;171 5.5.1;Introduction;171 5.5.2;Review of Quantitative Credit Risk Prediction Techniques;172 5.5.3;Neural Network Basics;178 5.5.4;Discussion of Models and Results;180 5.5.5;Conclusions and Discussion;185 5.5.6;End Notes;186 5.6;Applying the Real Option Approach to Vendor Selection in IT Outsourcing;189 5.6.1;Information Technology Outsourcing;189 5.6.2;Review of Literature;190 5.6.3;Data and Methodology;193 5.6.4;Results;195 5.6.5;Conclusions and Future Study;198 5.6.6;End Notes;199 6;Part IV Applications of ERM in China;201 6.1;Assessment of Banking Operational Risk;203 6.1.1;Oprisk and Measurement Research;203 6.1.2;Assessment of Oprisk on DS Evidential Theory;206 6.1.3;Indicators of Oprisk's Assessment;209 6.1.4;Model Structure and Demonstration;211 6.1.5;Conclusion;213 6.1.6;The Function of DS Evidential Theory in Oprisk Assessment;214 6.1.7;End Notes;215 6.2;Case Study of Risks in Cailing Chemical Corporation;217 6.2.1;Risk Composition of Cailing Chemical Corporation;217 6.2.2;Risk Assessment;222 6.2.3;Risk Analysis;223 6.2.4;Risk Distribution of Cailing Chemical Corporation;225 6.2.5;Conclusions;227 6.2.6;End Notes;229 6.3;Information Technology Outsourcing Risk: Trends in China;231 6.3.1;Introduction;
ISBN | 9783540786429 |
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Artikelnummer | 9783540786429 |
Medientyp | E-Book - PDF |
Auflage | 2. Aufl. |
Copyrightjahr | 2008 |
Verlag | Springer-Verlag |
Umfang | 236 Seiten |
Sprache | Englisch |
Kopierschutz | Digitales Wasserzeichen |