TY - BOOK AU - Hellmich, Martin AU - Kiese, Rudiger TI - Carbon finance: a risk management view SN - 9781800611016 U1 - 363.738746 PY - 2022/// CY - New Jersey PB - World Scientific Publishing KW - Climate change mitigation--Economic aspects KW - Federated database systems KW - Finance--Mathematical models KW - Risk management--Mathematical models KW - Emissions trading N1 - Table of content: Prometheus Bound Preface About the Authors Carbon Finance — Fundamentals: Climate Change Climate Economics Climate Risks Theory of Carbon Risk Carbon Finance — Data: Carbon Finance and Artificial Intelligence Disclosure and Data Requirement Markets for Trading Carbon Risk Carbon Finance — Markets: Emission Certificates on Financial and Energy Markets Carbon Risk and Empirical Asset Pricing Carbon Risk and Default Risk Green Bonds Carbon Risk and Financial Institutions Carbon Risk and Investors Appendices: Basics from Probability Theory and Financial Mathematics Federated Learning Algorithm Bibliography Index [https://www.worldscientific.com/worldscibooks/10.1142/q0325?srsltid=AfmBOorJZf3m6C_6ZQB31wKKGFZjU03u8YFKSK0n5SczNZ1f9xCfuxoP#t=aboutBook] N2 - 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. (https://www.worldscientific.com/worldscibooks/10.1142/q0325?srsltid=AfmBOorJZf3m6C_6ZQB31wKKGFZjU03u8YFKSK0n5SczNZ1f9xCfuxoP#t=aboutBook) ER -