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Quantitative methods for ESG finance

Title
Quantitative methods for ESG finance / Cyril Shmatov, Cino Robin Castelli.
ISBN
9781119903819
1119903815
1119903823
9781119903826
9781119903802
1119903807
Publication
Hoboken, New Jersey : John Wiley & Sons, Inc., [2023]
Physical Description
1 online resource (vii, 232 pages) : illustrations
Local Notes
Access is available to the Yale community.
Notes
Includes index.
Description based on online resource; title from digital title page (viewed on January 03, 2023).
Access and use
Access restricted by licensing agreement.
Summary
"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." -- Provided by publisher.
Variant and related titles
O'Reilly Safari. OCLC KB.
Other formats
Print version: Shmatov, Cyril. Quantitative methods for ESG finance Hoboken, New Jersey : Wiley, [2023]
Format
Books / Online
Language
English
Added to Catalog
July 31, 2023
Contents
Introduction and Book Overview
Introduction to ESG Finance
Factor Investing and Smart Beta
ESG Ratings
Alternative Data
Alternative Text Data
Introduction to Agent-Based Modeling for ESG Finance
Climate Risk : Macro Perspective
Stress Testing for Banks.
Citation

Available from:

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