Copula models for portfolio risk management – Complete Phd and Masters Thesis

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Introduction

In recent years, there has been a growing interest in Copula models for portfolio risk management in the field of finance. Copulas are powerful statistical tools that allow for the modeling of complex dependencies between multiple assets in a portfolio. By using Copula models, investors and financial analysts can better understand and manage the risks associated with their portfolios.

Chapter 1: Introduction
1.1 Introduction
1.2 Background of study
1.3 Problem Statement
1.4 Objective of study
1.5 Limitation of study
1.6 Scope of study
1.7 Significance of study
1.8 Structure of the Thesis
1.9 Definition of terms

Chapter 2: Literature Review
2.1 Overview of Copula models
2.2 Applications of Copula models in finance
2.3 Previous studies on Copula models for portfolio risk management
2.4 Comparison of Copula models with other risk management techniques
2.5 Empirical evidence on the effectiveness of Copula models
2.6 Advantages and disadvantages of using Copula models
2.7 Criticisms and challenges of Copula models
2.8 Theoretical foundations of Copula models
2.9 Recent developments in Copula modeling
2.10 Future research directions in Copula models

Chapter 3: Research Methodology
3.1 Research design
3.2 Data collection methods
3.3 Data analysis techniques
3.4 Model selection criteria
3.5 Model estimation procedures
3.6 Hypothesis testing
3.7 Sensitivity analysis
3.8 Model validation techniques

Chapter 4: Discussion of Findings
4.1 Descriptive statistics of the data
4.2 Model estimation results
4.3 Portfolio risk management strategies using Copula models
4.4 Sensitivity analysis results
4.5 Comparison of Copula models with traditional risk management techniques
4.6 Implications for portfolio managers and investors
4.7 Limitations of the study
4.8 Recommendations for future research

Chapter 5: Conclusion and Summary
5.1 Summary of findings
5.2 Implications for practice
5.3 Contribution to the literature
5.4 Conclusion and recommendations

Thesis Overview on Copula models for portfolio risk management:

Copula models have gained popularity in the field of portfolio risk management due to their ability to capture non-linear dependencies and tail dependencies between assets. By using Copula models, investors can improve the accuracy of risk assessments and make more informed decisions regarding asset allocation and risk mitigation strategies.

This thesis aims to explore the applications of Copula models in portfolio risk management and evaluate their effectiveness in capturing the complex dependencies that exist in financial markets. The study will involve a comprehensive review of the literature on Copula models, an analysis of empirical evidence on their performance, and a discussion of their advantages and limitations.

The research methodology will involve data collection from historical financial data, model estimation using various Copula functions, hypothesis testing to evaluate the significance of the results, and sensitivity analysis to assess the robustness of the findings. The study will also provide recommendations for portfolio managers on implementing Copula models in their risk management strategies.

Overall, this thesis aims to contribute to the growing body of research on Copula models and their applications in portfolio risk management. It is hoped that the findings of this study will provide valuable insights for investors, financial analysts, and policymakers in effectively managing the risks associated with their portfolios.

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