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Essays on Portfolio Optimization and ESG Ratings under Risk Constraints and Incomplete Information

Essays on Portfolio Optimization and ESG Ratings under Risk Constraints and Incomplete Information PDF Author: Janke, Oliver
Publisher: Lehmanns Media
ISBN: 396543506X
Category : Business & Economics
Languages : en
Pages : 244

Book Description
In this thesis, we analyze various problems of dynamic portfolio optimization as well as green capital requirements under risk constraints and incomplete information. First, we examine the problem of optimal expected utility under the constraint of a utility-based shortfall risk measure in an incomplete market. The existence and uniqueness of an optimal solution to the problem are shown using a Lagrange multiplier and duality methods. Second, we consider the optimization problem under various levels of the investor’s information. By using martingale representation theorems, we demonstrate the existence and uniqueness of optimal solutions, which differ in their market dynamics. Third, we analyze the effects of green- and brownwashing on banks’ lending to firms, on the regulator’s deposit insurance subsidy, and on carbon emissions under different green capital requirement functions. Furthermore, we show that green capital requirements may compromise financial stability.

Essays on Portfolio Optimization and ESG Ratings under Risk Constraints and Incomplete Information

Essays on Portfolio Optimization and ESG Ratings under Risk Constraints and Incomplete Information PDF Author: Janke, Oliver
Publisher: Lehmanns Media
ISBN: 396543506X
Category : Business & Economics
Languages : en
Pages : 244

Book Description
In this thesis, we analyze various problems of dynamic portfolio optimization as well as green capital requirements under risk constraints and incomplete information. First, we examine the problem of optimal expected utility under the constraint of a utility-based shortfall risk measure in an incomplete market. The existence and uniqueness of an optimal solution to the problem are shown using a Lagrange multiplier and duality methods. Second, we consider the optimization problem under various levels of the investor’s information. By using martingale representation theorems, we demonstrate the existence and uniqueness of optimal solutions, which differ in their market dynamics. Third, we analyze the effects of green- and brownwashing on banks’ lending to firms, on the regulator’s deposit insurance subsidy, and on carbon emissions under different green capital requirement functions. Furthermore, we show that green capital requirements may compromise financial stability.

Essays on Portfolio Optimization and ESG Ratings Under Risk Constraints and Incomplete Information

Essays on Portfolio Optimization and ESG Ratings Under Risk Constraints and Incomplete Information PDF Author: Oliver Janke
Publisher:
ISBN: 9783965435056
Category :
Languages : en
Pages : 0

Book Description


Practical Financial Optimization

Practical Financial Optimization PDF Author: Stavros A. Zenios
Publisher: Wiley-Blackwell
ISBN: 9781405132008
Category : Business & Economics
Languages : en
Pages : 432

Book Description
Practical Financial Optimization is a comprehensive guide to optimization techniques in financial decision making. This book illuminates the relationship between theory and practice, providing the readers with solid foundational knowledge. Focuses on classical static mean-variance analysis and portfolio immunization, scenario-based models, multi-period dynamic portfolio optimization, and the relationships between classes of models Analyizes real world applications and implications for financial engineers Includes a list of models and a section on notations that includes a glossary of symbols and abbreviations

Multi-Period Trading Via Convex Optimization

Multi-Period Trading Via Convex Optimization PDF Author: Stephen Boyd
Publisher:
ISBN: 9781680833287
Category : Mathematics
Languages : en
Pages : 92

Book Description
This monograph collects in one place the basic definitions, a careful description of the model, and discussion of how convex optimization can be used in multi-period trading, all in a common notation and framework.

Handbook of Portfolio Construction

Handbook of Portfolio Construction PDF Author: John B. Guerard, Jr.
Publisher: Springer Science & Business Media
ISBN: 0387774394
Category : Business & Economics
Languages : en
Pages : 796

Book Description
Portfolio construction is fundamental to the investment management process. In the 1950s, Harry Markowitz demonstrated the benefits of efficient diversification by formulating a mathematical program for generating the "efficient frontier" to summarize optimal trade-offs between expected return and risk. The Markowitz framework continues to be used as a basis for both practical portfolio construction and emerging research in financial economics. Such concepts as the Capital Asset Pricing Model (CAPM) and the Arbitrage Pricing Theory (APT), for example, provide the foundation for setting benchmarks, for predicting returns and risk, and for performance measurement. This volume showcases original essays by some of today’s most prominent academics and practitioners in the field on the contemporary application of Markowitz techniques. Covering a wide spectrum of topics, including portfolio selection, data mining tests, and multi-factor risk models, the book presents a comprehensive approach to portfolio construction tools, models, frameworks, and analyses, with both practical and theoretical implications.

Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance

Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance PDF Author: El Bachir Boukherouaa
Publisher: International Monetary Fund
ISBN: 1589063953
Category : Business & Economics
Languages : en
Pages : 35

Book Description
This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benefits these technologies bring in terms of financial deepening and efficiency, while raising concerns about its potential in widening the digital divide between advanced and developing economies. The paper advances the discussion on the impact of this technology by distilling and categorizing the unique risks that it could pose to the integrity and stability of the financial system, policy challenges, and potential regulatory approaches. The evolving nature of this technology and its application in finance means that the full extent of its strengths and weaknesses is yet to be fully understood. Given the risk of unexpected pitfalls, countries will need to strengthen prudential oversight.

Efficiency and Anomalies in Stock Markets

Efficiency and Anomalies in Stock Markets PDF Author: Wing-Keung Wong
Publisher: Mdpi AG
ISBN: 9783036530802
Category : Business & Economics
Languages : en
Pages : 232

Book Description
The Efficient Market Hypothesis believes that it is impossible for an investor to outperform the market because all available information is already built into stock prices. However, some anomalies could persist in stock markets while some other anomalies could appear, disappear and re-appear again without any warning. A Special Issue on "Efficiency and Anomalies in Stock Markets" will be devoted to advancements in the theoretical development of market efficiency and anomaly in the Stock Market, as well as applications in Stock Market efficiency and anomalies.

Sustainable Finance in Europe

Sustainable Finance in Europe PDF Author: Danny Busch
Publisher: Springer Nature
ISBN: 3031536967
Category :
Languages : en
Pages : 732

Book Description


Financing Sustainability

Financing Sustainability PDF Author: Marco Kerste
Publisher: VU Uitgeverij
ISBN: 9086595596
Category : Business & Economics
Languages : en
Pages : 224

Book Description
Sustainability thinking is rapidly gaining traction. It offers an inspiring vision for the future of the world and provides significant business and investment opportunities. Based on insights from over 300 empirical studies, this book explores the possibilities in the field of renewable energy finance, carbon trading, and sustainable investing. In addition, it describes innovative finance mechanisms – such as green bonds and peer-to-peer lending – that may further spur environmental and social sustainability. By taking an empirical, fact-based approach, this book aims to provide investors, business executives, and policymakers with a more thorough understanding of how sustainable finance can create value for business and society. Key words: Sustainable finance, renewable energy finance, cleantech, green investing, sustainable investments, responsible investments, carbon trading, carbon finance, ESG, impact investing.

Central Bank Reserve Management

Central Bank Reserve Management PDF Author: Age Bakker
Publisher: Edward Elgar Publishing
ISBN: 1782541675
Category : Business & Economics
Languages : en
Pages : 271

Book Description
This book addresses the welfare gains and costs of accumulating foreign exchange reserves and the implications for the functioning of the global financial system. The tremendous growth of central bank reserves has led to an increased focus on raising returns in addition to the traditional preference central banks have for maintaining liquid portfolios. Issues such as asset and currency diversification, the impact of new accounting rules and the profit distribution agreements with the government are analysed, adding new insights to the current debate on the optimal size of central bank reserves. This book brings together a wide range of experts from central banks, investment banks and the academic community.