Advanced Analytical Methods for Climate Risk and ESG Risk Management

Advanced Analytical Methods for Climate Risk and ESG Risk Management

Author: Jorge R. Sobehart

Publisher: John Wiley & Sons

Published: 2024-09-30

Total Pages: 503

ISBN-13: 139422009X

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A holistic view on climate risk and practical ways to model and measure it Advanced Analytical Methods for Climate Risk and ESG Risk Management provides risk management professionals and other interested parties with an introduction to climate risk, a detailed history of climate change, and analytical risk management methods. Readers will gain insight on the potential impact of climate change and learn to apply a concrete three-pronged framework for risk modelling and assessment. The management of climate risk—regardless of the size of the business or of the potential loss—is also considered in detail, with discussions of risk allocation, portfolio optimization, regulatory constraints, and sustainable goal setting. The development of advanced risk management analytical methods for ESG and climate risk is limited. This book fills a gap by offering a comprehensive review of modelling theory and methods for addressing the accelerating changes to the planet's climate. Gain thorough background knowledge of climate science, the history of climate change, and the current political and public policy landscape Understand how global climate shifts introduce localized impacts to business Identify, measure, and manage financial and operational risks Utilize a concrete methodology for stress testing portfolios and accounting for risk Risk management professionals in financial institutions, along with academics and advanced students of economics and finance, will be grateful for this comprehensive approach to climate and ESG risk. Regulators will also benefit from the thorough considerations outlined in Advanced Analytical Methods for Climate Risk and ESG Risk Management.


Book Synopsis Advanced Analytical Methods for Climate Risk and ESG Risk Management by : Jorge R. Sobehart

Download or read book Advanced Analytical Methods for Climate Risk and ESG Risk Management written by Jorge R. Sobehart and published by John Wiley & Sons. This book was released on 2024-09-30 with total page 503 pages. Available in PDF, EPUB and Kindle. Book excerpt: A holistic view on climate risk and practical ways to model and measure it Advanced Analytical Methods for Climate Risk and ESG Risk Management provides risk management professionals and other interested parties with an introduction to climate risk, a detailed history of climate change, and analytical risk management methods. Readers will gain insight on the potential impact of climate change and learn to apply a concrete three-pronged framework for risk modelling and assessment. The management of climate risk—regardless of the size of the business or of the potential loss—is also considered in detail, with discussions of risk allocation, portfolio optimization, regulatory constraints, and sustainable goal setting. The development of advanced risk management analytical methods for ESG and climate risk is limited. This book fills a gap by offering a comprehensive review of modelling theory and methods for addressing the accelerating changes to the planet's climate. Gain thorough background knowledge of climate science, the history of climate change, and the current political and public policy landscape Understand how global climate shifts introduce localized impacts to business Identify, measure, and manage financial and operational risks Utilize a concrete methodology for stress testing portfolios and accounting for risk Risk management professionals in financial institutions, along with academics and advanced students of economics and finance, will be grateful for this comprehensive approach to climate and ESG risk. Regulators will also benefit from the thorough considerations outlined in Advanced Analytical Methods for Climate Risk and ESG Risk Management.

Managing Climate Risk in the U.S. Financial System

Managing Climate Risk in the U.S. Financial System

Author: Leonardo Martinez-Diaz

Publisher: U.S. Commodity Futures Trading Commission

Published: 2020-09-09

Total Pages: 196

ISBN-13: 057874841X

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This publication serves as a roadmap for exploring and managing climate risk in the U.S. financial system. It is the first major climate publication by a U.S. financial regulator. The central message is that U.S. financial regulators must recognize that climate change poses serious emerging risks to the U.S. financial system, and they should move urgently and decisively to measure, understand, and address these risks. Achieving this goal calls for strengthening regulators’ capabilities, expertise, and data and tools to better monitor, analyze, and quantify climate risks. It calls for working closely with the private sector to ensure that financial institutions and market participants do the same. And it calls for policy and regulatory choices that are flexible, open-ended, and adaptable to new information about climate change and its risks, based on close and iterative dialogue with the private sector. At the same time, the financial community should not simply be reactive—it should provide solutions. Regulators should recognize that the financial system can itself be a catalyst for investments that accelerate economic resilience and the transition to a net-zero emissions economy. Financial innovations, in the form of new financial products, services, and technologies, can help the U.S. economy better manage climate risk and help channel more capital into technologies essential for the transition. https://doi.org/10.5281/zenodo.5247742


Book Synopsis Managing Climate Risk in the U.S. Financial System by : Leonardo Martinez-Diaz

Download or read book Managing Climate Risk in the U.S. Financial System written by Leonardo Martinez-Diaz and published by U.S. Commodity Futures Trading Commission . This book was released on 2020-09-09 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: This publication serves as a roadmap for exploring and managing climate risk in the U.S. financial system. It is the first major climate publication by a U.S. financial regulator. The central message is that U.S. financial regulators must recognize that climate change poses serious emerging risks to the U.S. financial system, and they should move urgently and decisively to measure, understand, and address these risks. Achieving this goal calls for strengthening regulators’ capabilities, expertise, and data and tools to better monitor, analyze, and quantify climate risks. It calls for working closely with the private sector to ensure that financial institutions and market participants do the same. And it calls for policy and regulatory choices that are flexible, open-ended, and adaptable to new information about climate change and its risks, based on close and iterative dialogue with the private sector. At the same time, the financial community should not simply be reactive—it should provide solutions. Regulators should recognize that the financial system can itself be a catalyst for investments that accelerate economic resilience and the transition to a net-zero emissions economy. Financial innovations, in the form of new financial products, services, and technologies, can help the U.S. economy better manage climate risk and help channel more capital into technologies essential for the transition. https://doi.org/10.5281/zenodo.5247742

Climate Risk and Financial Intermediaries

Climate Risk and Financial Intermediaries

Author: Elisabetta Gualandri

Publisher: Springer Nature

Published:

Total Pages: 204

ISBN-13: 3031548728

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Book Synopsis Climate Risk and Financial Intermediaries by : Elisabetta Gualandri

Download or read book Climate Risk and Financial Intermediaries written by Elisabetta Gualandri and published by Springer Nature. This book was released on with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Quantitative Methods for ESG Finance

Quantitative Methods for ESG Finance

Author: Cyril Shmatov

Publisher: John Wiley & Sons

Published: 2022-12-01

Total Pages: 247

ISBN-13: 1119903807

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A quantitative analyst’s introduction to the theory and practice of ESG finance In Quantitative Methods for ESG Finance, accomplished risk and ESG experts Dr. Cyril Shmatov and Cino Robin Castelli deliver an incisive and essential introduction to the quantitative basis of ESG finance from a quantitative analyst’s perspective. The book combines the theoretical and mathematical bases underlying risk factor investing and risk management with accessible discussions of ESG applications. The authors explore the increasing availability of non-traditional data sources for quantitative analysts and describe the quantitative/statistical techniques they’ll need to make practical use of these data. The book also offers: A particular emphasis on climate change and climate risks, both due to its increasing general importance and accelerating regulatory change in the space Practical code examples in a Python Jupyter notebook that use publicly available data to demonstrate the techniques discussed in the book Expansive discussions of risk factor investing, portfolio construction, ESG scoring, new ESG-driven financial products, and new financial risk management applications, particularly those making use of the proliferation of “alternative data”, both text and images A must-read guide for quantitative analysts, investment managers, financial risk managers, investment bankers, and other finance professionals with an interest in ESG-driven investing, Quantitative Methods for ESG Finance will also earn a place on the bookshelves of graduate students of business and finance.


Book Synopsis Quantitative Methods for ESG Finance by : Cyril Shmatov

Download or read book Quantitative Methods for ESG Finance written by Cyril Shmatov and published by John Wiley & Sons. This book was released on 2022-12-01 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: A quantitative analyst’s introduction to the theory and practice of ESG finance In Quantitative Methods for ESG Finance, accomplished risk and ESG experts Dr. Cyril Shmatov and Cino Robin Castelli deliver an incisive and essential introduction to the quantitative basis of ESG finance from a quantitative analyst’s perspective. The book combines the theoretical and mathematical bases underlying risk factor investing and risk management with accessible discussions of ESG applications. The authors explore the increasing availability of non-traditional data sources for quantitative analysts and describe the quantitative/statistical techniques they’ll need to make practical use of these data. The book also offers: A particular emphasis on climate change and climate risks, both due to its increasing general importance and accelerating regulatory change in the space Practical code examples in a Python Jupyter notebook that use publicly available data to demonstrate the techniques discussed in the book Expansive discussions of risk factor investing, portfolio construction, ESG scoring, new ESG-driven financial products, and new financial risk management applications, particularly those making use of the proliferation of “alternative data”, both text and images A must-read guide for quantitative analysts, investment managers, financial risk managers, investment bankers, and other finance professionals with an interest in ESG-driven investing, Quantitative Methods for ESG Finance will also earn a place on the bookshelves of graduate students of business and finance.

Sustainable Investing

Sustainable Investing

Author: Hanna Silvola

Publisher: Springer Nature

Published: 2021-06-14

Total Pages: 252

ISBN-13: 3030714896

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This book reviews the latest methods of sustainable investing and financial profit making and describes how ESG (Environmental, Social, Governance) analysis can identify future business opportunities and manage risk to achieve abnormal returns. Megatrends such as climate change, sustainable development and digitalisation increase uncertainty and information asymmetry and have an impact on the future returns on investments. From a profit perspective, it is largely about how ESG factors affect the long-term value added by companies and the valuation of companies in the financial markets. Although sustainability provides an opportunity for abnormal returns, this phenomenon must be considered in a critical light. The book describes the risks and limitations associated with the accountability and availability of ESG data and tools. This book provides both academic findings and practical models for assessing the sustainability of investees and introduces practical tools and methods to make ESG analysis practice. It focuses on the ESG analysis of equity investments and fund investments in institutional investment organizations and provides a handbook for all investment analysts who are involved with investment decisions. Readers will benefit from understanding the methods, opportunities and challenges that professionals use in their ESG analysis with cases, interviews and practical tools for both institutional and private investors.


Book Synopsis Sustainable Investing by : Hanna Silvola

Download or read book Sustainable Investing written by Hanna Silvola and published by Springer Nature. This book was released on 2021-06-14 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reviews the latest methods of sustainable investing and financial profit making and describes how ESG (Environmental, Social, Governance) analysis can identify future business opportunities and manage risk to achieve abnormal returns. Megatrends such as climate change, sustainable development and digitalisation increase uncertainty and information asymmetry and have an impact on the future returns on investments. From a profit perspective, it is largely about how ESG factors affect the long-term value added by companies and the valuation of companies in the financial markets. Although sustainability provides an opportunity for abnormal returns, this phenomenon must be considered in a critical light. The book describes the risks and limitations associated with the accountability and availability of ESG data and tools. This book provides both academic findings and practical models for assessing the sustainability of investees and introduces practical tools and methods to make ESG analysis practice. It focuses on the ESG analysis of equity investments and fund investments in institutional investment organizations and provides a handbook for all investment analysts who are involved with investment decisions. Readers will benefit from understanding the methods, opportunities and challenges that professionals use in their ESG analysis with cases, interviews and practical tools for both institutional and private investors.

Carbon Finance: A Risk Management View

Carbon Finance: A Risk Management View

Author: Martin Hellmich

Publisher: World Scientific

Published: 2021-11-24

Total Pages: 338

ISBN-13: 180061103X

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Mastering climate change has been recognised as a major challenge for the current decade. Besides the physical risks of climate change, the accompanying economic risks are substantial. Carbon Finance: A Risk Management View provides an in-depth analysis of how climate change will affect all aspects of financial markets and how mathematical and statistical methods can be used to analyse, model and manage the ensuing financial risks. There is a focus on the transition risk (termed carbon risk), but also a discussion of the impact of physical risks (as these risks are closely entangled) on the way to low carbon economies. This is a valuable overview for readers seeking an analysis of carbon risks from the perspective of financial risk management, utilising quantitative risk management tools.


Book Synopsis Carbon Finance: A Risk Management View by : Martin Hellmich

Download or read book Carbon Finance: A Risk Management View written by Martin Hellmich and published by World Scientific. This book was released on 2021-11-24 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mastering climate change has been recognised as a major challenge for the current decade. Besides the physical risks of climate change, the accompanying economic risks are substantial. Carbon Finance: A Risk Management View provides an in-depth analysis of how climate change will affect all aspects of financial markets and how mathematical and statistical methods can be used to analyse, model and manage the ensuing financial risks. There is a focus on the transition risk (termed carbon risk), but also a discussion of the impact of physical risks (as these risks are closely entangled) on the way to low carbon economies. This is a valuable overview for readers seeking an analysis of carbon risks from the perspective of financial risk management, utilising quantitative risk management tools.

Fostering Sustainable Business Models through Financial Markets

Fostering Sustainable Business Models through Financial Markets

Author: Magdalena Ziolo

Publisher: Springer Nature

Published: 2022-09-01

Total Pages: 183

ISBN-13: 3031073983

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The aim of this volume is to foster more sustainable business models through financial markets. To that end, it is necessary to know the main global challenges facing financial markets and their impact on creating sustainable value in business models of enterprises in the context of sustainable adaptation. The book focuses on assessing the decision criteria adopted by financial markets in the process of transaction risk valuation, in terms of the presence of Environmental, Social, and Governance (ESG) criteria, and by assessing the impact of including these criteria in the risk assessment process by financial markets in business decisions, leading as a consequence to building new value in the form of a sustainable business model. The book presents global ESG risks facing the financial markets, and discusses how ESG risks are managed and monitored, and how financial markets can measure and operationalize extra-financial risks in its assessment process. The book also analyses ESG risk implications and influences on company behavior, and the actions that companies should take considering the ESG assessment requirements of financial markets. Finally, it provides a comprehensive, structured, and systematic view of how financial markets and companies should adapt and improve their business models. The book provides unique challenges for investors, companies, financial markets, and for our society as a whole, advancing traditional risk management approaches to address global risks.


Book Synopsis Fostering Sustainable Business Models through Financial Markets by : Magdalena Ziolo

Download or read book Fostering Sustainable Business Models through Financial Markets written by Magdalena Ziolo and published by Springer Nature. This book was released on 2022-09-01 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of this volume is to foster more sustainable business models through financial markets. To that end, it is necessary to know the main global challenges facing financial markets and their impact on creating sustainable value in business models of enterprises in the context of sustainable adaptation. The book focuses on assessing the decision criteria adopted by financial markets in the process of transaction risk valuation, in terms of the presence of Environmental, Social, and Governance (ESG) criteria, and by assessing the impact of including these criteria in the risk assessment process by financial markets in business decisions, leading as a consequence to building new value in the form of a sustainable business model. The book presents global ESG risks facing the financial markets, and discusses how ESG risks are managed and monitored, and how financial markets can measure and operationalize extra-financial risks in its assessment process. The book also analyses ESG risk implications and influences on company behavior, and the actions that companies should take considering the ESG assessment requirements of financial markets. Finally, it provides a comprehensive, structured, and systematic view of how financial markets and companies should adapt and improve their business models. The book provides unique challenges for investors, companies, financial markets, and for our society as a whole, advancing traditional risk management approaches to address global risks.

Ecological, Societal, and Technological Risks and the Financial Sector

Ecological, Societal, and Technological Risks and the Financial Sector

Author: Thomas Walker

Publisher: Springer Nature

Published: 2020-06-10

Total Pages: 453

ISBN-13: 3030388581

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Today’s financial sector faces multiple challenges stemming from ecological, societal, and technological risks such as climate change, political extremism, and cyber-attacks. However, these non-traditional risks are yet to be fully identified and measured, in order to ensure their successful management. This edited collection sheds light on the topic by examining the unique measurement and modelling challenges associated with each of these risks, and their interaction with finance. Offering a comprehensive analysis of non-traditional finance risks, the authors provide the basis for developing appropriate risk management techniques. With new approaches to protect against emerging threats to the financial sector, this edited collection will appeal to academics researching sustainability, development finance, and risk management, as well as policy-makers and practitioners within the banking sector.


Book Synopsis Ecological, Societal, and Technological Risks and the Financial Sector by : Thomas Walker

Download or read book Ecological, Societal, and Technological Risks and the Financial Sector written by Thomas Walker and published by Springer Nature. This book was released on 2020-06-10 with total page 453 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today’s financial sector faces multiple challenges stemming from ecological, societal, and technological risks such as climate change, political extremism, and cyber-attacks. However, these non-traditional risks are yet to be fully identified and measured, in order to ensure their successful management. This edited collection sheds light on the topic by examining the unique measurement and modelling challenges associated with each of these risks, and their interaction with finance. Offering a comprehensive analysis of non-traditional finance risks, the authors provide the basis for developing appropriate risk management techniques. With new approaches to protect against emerging threats to the financial sector, this edited collection will appeal to academics researching sustainability, development finance, and risk management, as well as policy-makers and practitioners within the banking sector.

A Short Guide to Climate Change Risk

A Short Guide to Climate Change Risk

Author: Professor Nigel Arnell

Publisher: Gower Publishing, Ltd.

Published: 2015-01-28

Total Pages: 233

ISBN-13: 1472408039

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Climate change poses a risk to business operations and to markets--but at the same time it can bring opportunities for some businesses. With chapters on the nature, science and politics of climate change risk, as well as how to assess, then how to cope with it, and recommendations for incorporating climate change risks into a Company Climate Risk System, this concise guide serves the needs of business students and practitioners across a wide range of sectors, public and private.


Book Synopsis A Short Guide to Climate Change Risk by : Professor Nigel Arnell

Download or read book A Short Guide to Climate Change Risk written by Professor Nigel Arnell and published by Gower Publishing, Ltd.. This book was released on 2015-01-28 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: Climate change poses a risk to business operations and to markets--but at the same time it can bring opportunities for some businesses. With chapters on the nature, science and politics of climate change risk, as well as how to assess, then how to cope with it, and recommendations for incorporating climate change risks into a Company Climate Risk System, this concise guide serves the needs of business students and practitioners across a wide range of sectors, public and private.

Approaches to Climate Risk Analysis in FSAPs

Approaches to Climate Risk Analysis in FSAPs

Author: Mr. Tobias Adrian

Publisher: International Monetary Fund

Published: 2022-07-14

Total Pages: 33

ISBN-13:

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Climate change presents risks and opportunities for the real economies and financial sectors of the IMF’s global membership. Understanding the risks is key to prepare for a successful transition to a lower carbon global economy. This will unlock the many opportunities for technological progress and structural transformation along the path that financial sectors around the world will need to adapt to and support. This note lays out the IMF staff’s emerging approach to assessing the impact of climate change on banking sector stability risks conducted in the context of the IMF’s Financial Sector Assessment Program (FSAP). The note starts with a primer on climate change risk, both transition and physical, explaining some of the technical terms and concepts used in this work. It explains the approach to standard risk analysis in FSAPs, and how this would be modified in broad terms to incorporate climate risk. The note then discusses different approaches to the analysis of physical versus transition risk, their implications for the macro-economy and across sectors in the real economy and different geographies, and how all these effects map into the banking sector. The note illustrates concepts with examples of applications from recent FSAPs and takes note of the many challenges confronting this work, including data gaps and uncertainty regarding climate projections and long simulation horizons in conducting the climate risk analysis. As such the note is focused on methods that IMF staff are deploying to raise awareness of the risks, and adaptation needs, including need for banks to develop tools to manage climate risks and for financial sector supervisory authorities to adequately supervise this risk.


Book Synopsis Approaches to Climate Risk Analysis in FSAPs by : Mr. Tobias Adrian

Download or read book Approaches to Climate Risk Analysis in FSAPs written by Mr. Tobias Adrian and published by International Monetary Fund. This book was released on 2022-07-14 with total page 33 pages. Available in PDF, EPUB and Kindle. Book excerpt: Climate change presents risks and opportunities for the real economies and financial sectors of the IMF’s global membership. Understanding the risks is key to prepare for a successful transition to a lower carbon global economy. This will unlock the many opportunities for technological progress and structural transformation along the path that financial sectors around the world will need to adapt to and support. This note lays out the IMF staff’s emerging approach to assessing the impact of climate change on banking sector stability risks conducted in the context of the IMF’s Financial Sector Assessment Program (FSAP). The note starts with a primer on climate change risk, both transition and physical, explaining some of the technical terms and concepts used in this work. It explains the approach to standard risk analysis in FSAPs, and how this would be modified in broad terms to incorporate climate risk. The note then discusses different approaches to the analysis of physical versus transition risk, their implications for the macro-economy and across sectors in the real economy and different geographies, and how all these effects map into the banking sector. The note illustrates concepts with examples of applications from recent FSAPs and takes note of the many challenges confronting this work, including data gaps and uncertainty regarding climate projections and long simulation horizons in conducting the climate risk analysis. As such the note is focused on methods that IMF staff are deploying to raise awareness of the risks, and adaptation needs, including need for banks to develop tools to manage climate risks and for financial sector supervisory authorities to adequately supervise this risk.