Quantitative Methods For Esg Finance

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Quantitative Methods for ESG Finance

Author : Cyril Shmatov,Cino Robin Castelli
Publisher : John Wiley & Sons
Page : 247 pages
File Size : 47,7 Mb
Release : 2022-12-01
Category : Business & Economics
ISBN : 9781119903802

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Quantitative Methods for ESG Finance by Cyril Shmatov,Cino Robin Castelli Pdf

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.

Experimental and Quantitative Methods in Contemporary Economics

Author : Kesra Nermend,Małgorzata Łatuszyńska
Publisher : Springer Nature
Page : 379 pages
File Size : 49,8 Mb
Release : 2019-10-12
Category : Business & Economics
ISBN : 9783030302511

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Experimental and Quantitative Methods in Contemporary Economics by Kesra Nermend,Małgorzata Łatuszyńska Pdf

Contemporary economists, when analyzing economic behavior of people, need to use the diversity of research methods and modern ways of discovering knowledge. The increasing popularity of using economic experiments requires the use of IT tools and quantitative methods that facilitate the analysis of the research material obtained as a result of the experiments and the formulation of correct conclusions. This proceedings volume presents problems in contemporary economics and provides innovative solutions using a range of quantitative and experimental tools. Featuring selected contributions presented at the 2018 Computational Methods in Experimental Economics Conference (CMEE 2018), this book provides a modern economic perspective on such important issues as: sustainable development, consumption, production, national wealth, the silver economy, behavioral finance, economic and non-economic factors determining the behavior of household members, consumer preferences, social campaigns, and neuromarketing. International case studies are also offered.

Quantitative Investment Analysis

Author : Richard A. DeFusco,Dennis W. McLeavey,Jerald E. Pinto,David E. Runkle,Mark J. P. Anson
Publisher : John Wiley & Sons
Page : 634 pages
File Size : 55,5 Mb
Release : 2015-10-15
Category : Business & Economics
ISBN : 9781119104599

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Quantitative Investment Analysis by Richard A. DeFusco,Dennis W. McLeavey,Jerald E. Pinto,David E. Runkle,Mark J. P. Anson Pdf

Your complete guide to quantitative analysis in the investment industry Quantitative Investment Analysis, Third Edition is a newly revised and updated text that presents you with a blend of theory and practice materials to guide you through the use of statistics within the context of finance and investment. With equal focus on theoretical concepts and their practical applications, this approachable resource offers features, such as learning outcome statements, that are targeted at helping you understand, retain, and apply the information you have learned. Throughout the text's chapters, you explore a wide range of topics, such as the time value of money, discounted cash flow applications, common probability distributions, sampling and estimation, hypothesis testing, and correlation and regression. Applying quantitative analysis to the investment process is an important task for investment pros and students. A reference that provides even subject matter treatment, consistent mathematical notation, and continuity in topic coverage will make the learning process easier—and will bolster your success. Explore the materials you need to apply quantitative analysis to finance and investment data—even if you have no previous knowledge of this subject area Access updated content that offers insight into the latest topics relevant to the field Consider a wide range of subject areas within the text, including chapters on multiple regression, issues in regression analysis, time-series analysis, and portfolio concepts Leverage supplemental materials, including the companion Workbook and Instructor's Manual, sold separately Quantitative Investment Analysis, Third Edition is a fundamental resource that covers the wide range of quantitative methods you need to know in order to apply quantitative analysis to the investment process.

Quantitative Methods for Financial Analysis

Author : Stephen J. Brown,Mark P. Kritzman
Publisher : McGraw-Hill Professional Publishing
Page : 288 pages
File Size : 41,6 Mb
Release : 1990
Category : Business & Economics
ISBN : UOM:49015001270371

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Quantitative Methods for Financial Analysis by Stephen J. Brown,Mark P. Kritzman Pdf

Extensive descriptions of methods used to allocate assets and measure portfolio performance. Examples illustrate the analysis of equity, fixed income, real estate and derivative securities. For each area, the potential benefits and limitations of quantitative analysis are described. Annotation copyrighted by Book News, Inc., Portland, OR

Sustainable Finance and ESG

Author : Chrysovalantis Gaganis,Fotios Pasiouras,Menelaos Tasiou,Constantin Zopounidis
Publisher : Springer Nature
Page : 216 pages
File Size : 52,6 Mb
Release : 2023-03-07
Category : Business & Economics
ISBN : 9783031242830

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Sustainable Finance and ESG by Chrysovalantis Gaganis,Fotios Pasiouras,Menelaos Tasiou,Constantin Zopounidis Pdf

​​In recent years sustainable finance along with Environmental, Social and Governance (ESG) aspects and their implications for financial institutions have attracted the attention of academics and policy makers. The aim of the book is to bring together chapters that discuss the most recent empirical and theoretical evidence in the field, along with policy making and regulatory initiatives. The book covers topics such as the changing role of banks in the financial system, the differences between sustainable banks and traditional banks, ESG and financial performance, bank social responsibility and customer satisfaction, ESG risk management of financial institutions, the politics of climate finance and policy initiatives, and the role of bank regulators. It will be of interest to academics and policymakers working in banking, risk management, sustainable finance and related fields.

Quantitative Methods in Economics and Finance

Author : Tomas Kliestik,Katarina Valaskova,Maria Kovacova
Publisher : MDPI
Page : 164 pages
File Size : 42,7 Mb
Release : 2021-04-08
Category : Business & Economics
ISBN : 9783036505367

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Quantitative Methods in Economics and Finance by Tomas Kliestik,Katarina Valaskova,Maria Kovacova Pdf

The purpose of the Special Issue “Quantitative Methods in Economics and Finance” of the journal Risks was to provide a collection of papers that reflect the latest research and problems of pricing complex derivates, simulation pricing, analysis of financial markets, and volatility of exchange rates in the international context. This book can be used as a reference for academicians and researchers who would like to discuss and introduce new developments in the field of quantitative methods in economics and finance and explore applications of quantitative methods in other business areas.

ESG and Responsible Institutional Investing Around the World: A Critical Review

Author : Pedro Matos
Publisher : CFA Institute Research Foundation
Page : 80 pages
File Size : 53,7 Mb
Release : 2020-05-29
Category : Business & Economics
ISBN : 9781944960988

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ESG and Responsible Institutional Investing Around the World: A Critical Review by Pedro Matos Pdf

This survey examines the vibrant academic literature on environmental, social, and governance (ESG) investing. While there is no consensus on the exact list of ESG issues, responsible investors increasingly assess stocks in their portfolios based on nonfinancial data on environmental impact (e.g., carbon emissions), social impact (e.g., employee satisfaction), and governance attributes (e.g., board structure). The objective is to reduce exposure to investments that pose greater ESG risks or to influence companies to become more sustainable. One active area of research at present involves assessing portfolio risk exposure to climate change. This literature review focuses on institutional investors, which have grown in importance such that they have now become the largest holders of shares in public companies globally. Historically, institutional investors tended to concentrate their ESG efforts mostly on corporate governance (the “G” in ESG). These efforts included seeking to eliminate provisions that restrict shareholder rights and enhance managerial power, such as staggered boards, supermajority rules, golden parachutes, and poison pills. Highlights from this section: · There is no consensus on the exact list of ESG issues and their materiality. · The ESG issue that gets the most attention from institutional investors is climate change, in particular their portfolio companies’ exposure to carbon risk and “stranded assets.” · Investors should be positioning themselves for increased regulation, with the regulatory agenda being more ambitious in the European Union than in the United States. Readers might come away from this survey skeptical about the potential for ESG investing to affect positive change. I prefer to characterize the current state of the literature as having a “healthy dose of skepticism,” with much more remaining to be explored. Here, I hope the reader comes away with a call to action. For the industry practitioner, I believe that the investment industry should strive to achieve positive societal goals. CFA Institute provides an exemplary case in its Future of Finance series (www.cfainstitute.org/research/future-finance). For the academic community, I suggest we ramp up research aimed at tackling some of the open questions around the pressing societal goals of ESG investing. I am optimistic that practitioners and academics will identify meaningful ways to better harness the power of global financial markets for addressing the pressing ESG issues facing our society.


Author : Bruce I. Jacobs,Kenneth N. Levy
Publisher : McGraw Hill Professional
Page : 428 pages
File Size : 45,5 Mb
Release : 2000
Category : Business & Economics
ISBN : 0071371338

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Two pioneers and innovators in the money management field present their choice of groundbreaking, peer-reviewed articles on subjects including portfolio engineering and long-short investment strategy. More than just a collection of classic review pieces, however, Equity Management provides new material to introduce, interpret, and integrate the pieces, with an introduction that provides an authoritative overview of the chapters. Important and innovative, it is destined to become the "Graham and Dodd" of quantitative equity investing. About the Authors: Bruce I. Jacobs and Kenneth N. Levy are Principals of Jacobs Levy Equity Management. Based in Florham Park, New Jersey, Jacobs Levy Equity Management is widely recognized as a leading provider of quantitative equity strategies for institutional clients. Jacobs Levy currently manages over $15 billion in various strategies for a prestigious global roster of 50 corporate pension plans, public retirement systems, multi-employer funds, endowments, and foundations, including over 25 of Pensions & Investments' "Top 200 Pension Funds/Sponsors." Bruce I. Jacobs holds a PhD in finance from the Wharton School of the University of Pennsylvania. He is the author of Capital Ideas and Market Realities: Option Replication, Investor Behavior, and Stock Market Crashes and co-editor, with Ken Levy, of Market Neutral Strategies. He serves on the advisory board of the Journal of Portfolio Management. Kenneth N. Levy holds an MBA and an MA in applied economics from the Wharton School of the University of Pennsylvania. He is co-editor, with Bruce Jacobs, of Market Neutral Strategies. A Chartered Financial Analyst, he has served on the CFA Institute's candidate curriculum committee and on the advisory board of POSIT.

Quantitative Investment Analysis Workbook

Author : Richard A. DeFusco,Dennis W. McLeavey,Jerald E. Pinto,David E. Runkle
Publisher : John Wiley & Sons
Page : 212 pages
File Size : 52,8 Mb
Release : 2015-10-20
Category : Business & Economics
ISBN : 9781119104582

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Quantitative Investment Analysis Workbook by Richard A. DeFusco,Dennis W. McLeavey,Jerald E. Pinto,David E. Runkle Pdf

Hands-on quantitative analysis practice based on real-world scenarios The Quantitative Investment Analysis Workbook provides a key component of effective learning: practice. As the companion piece to Quantitative Investment Analysis, this workbook aligns with the text chapter-by-chapter to give you the focused, targeted exercises you need to fully understand each topic. Each chapter explicitly lays out the learning objectives so you understand the 'why' of each problem, and brief chapter summaries help refresh your memory on key points before you begin working. The practice problems themselves reinforce the practitioner-oriented text, and are designed to mirror the real-world problems encountered every day in the field. Solutions are provided to all of the problems for those who self-study, and an optional online Instructor's manual brings this book into the classroom with ease. Quantitative analysis is essential to the investment process, but hypothetical 'pie-in-the-sky' type practice scenarios only waste your time. You need a globally relevant application guide with roots in the real-world industry, so you can spend your time preparing for scenarios that you'll actually encounter. This workbook is your answer, with practice problems covering the complete range of quantitative methods. Refresh your memory with succinct chapter summaries Enhance your understanding with topic-specific practice problems Work toward explicit chapter objectives to internalize key information Practice important techniques with real-world applications Consistent mathematical notation, topic coverage continuity, and evenness of subject matter treatment are critical to the learning process. This workbook lives up to its reputation of clarity, and provides investment-oriented practice based on actual changes taking place in the global investment community. For those who want a practical route to mastering quantitative methods, the Quantitative Investment Analysis Workbook is your real-world solution.

Responsible Investing

Author : Matthew W. Sherwood,Julia Pollard
Publisher : Routledge
Page : 270 pages
File Size : 48,5 Mb
Release : 2018-09-21
Category : Business & Economics
ISBN : 9781351361927

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Responsible Investing by Matthew W. Sherwood,Julia Pollard Pdf

This textbook provides the first holistic resource on Environmental, Social, and Governance (ESG) investing for undergraduate and graduate programs. It provides a thorough background and history of ESG investing, as well as cutting-edge industry developments, in a way that introduces the reader to the rapidly developing field of responsible investing. Beginning with a comprehensive background of ESG investing and the development of models measuring risk and return, the book then discusses the development of ESG risks, and provides an overview of ESG rating systems. The textbook also outlines the current position of ESG investing in portfolio management through granular analysis, provides insight into common investor concerns about ESG investments, discloses qualitative theories relevant to ESG investing, and reviews literature attempting to model ESG investment performance. Finally, the authors provide readers with a foundation on the development of financial models measuring risk and return, which will be useful for measuring the performance of ESG investments. With case studies from contributors around the world, this textbook is the first of its kind to truly provide a compelling blend of quantitative and qualitative analysis supporting the incorporation of ESG investment strategies into investment portfolios. Offering an excellent overview of the growing trends in ESG investing, as well as a close analysis of ESG theories and their practical application both today and in the future, this book will be a great resource for both undergraduates and graduate students.

Quantitative Equity Investing

Author : Frank J. Fabozzi,Sergio M. Focardi,Petter N. Kolm
Publisher : John Wiley & Sons
Page : 528 pages
File Size : 45,6 Mb
Release : 2010-03-01
Category : Business & Economics
ISBN : 9780470262474

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Quantitative Equity Investing by Frank J. Fabozzi,Sergio M. Focardi,Petter N. Kolm Pdf

A comprehensive look at the tools and techniques used in quantitative equity management Some books attempt to extend portfolio theory, but the real issue today relates to the practical implementation of the theory introduced by Harry Markowitz and others who followed. The purpose of this book is to close the implementation gap by presenting state-of-the art quantitative techniques and strategies for managing equity portfolios. Throughout these pages, Frank Fabozzi, Sergio Focardi, and Petter Kolm address the essential elements of this discipline, including financial model building, financial engineering, static and dynamic factor models, asset allocation, portfolio models, transaction costs, trading strategies, and much more. They also provide ample illustrations and thorough discussions of implementation issues facing those in the investment management business and include the necessary background material in probability, statistics, and econometrics to make the book self-contained. Written by a solid author team who has extensive financial experience in this area Presents state-of-the art quantitative strategies for managing equity portfolios Focuses on the implementation of quantitative equity asset management Outlines effective analysis, optimization methods, and risk models In today's financial environment, you have to have the skills to analyze, optimize and manage the risk of your quantitative equity investments. This guide offers you the best information available to achieve this goal.

Quantitative Fund Management

Author : M.A.H. Dempster,Gautam Mitra,Georg Pflug
Publisher : CRC Press
Page : 486 pages
File Size : 55,6 Mb
Release : 2008-12-22
Category : Mathematics
ISBN : 1420081926

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Quantitative Fund Management by M.A.H. Dempster,Gautam Mitra,Georg Pflug Pdf

The First Collection That Covers This Field at the Dynamic Strategic and One-Period Tactical Levels Addressing the imbalance between research and practice, Quantitative Fund Management presents leading-edge theory and methods, along with their application in practical problems encountered in the fund management industry. A Current Snapshot of State-of-the-Art Applications of Dynamic Stochastic Optimization Techniques to Long-Term Financial Planning The first part of the book initially looks at how the quantitative techniques of the equity industry are shifting from basic Markowitz mean-variance portfolio optimization to risk management and trading applications. This section also explores novel aspects of lifetime individual consumption investment problems, fixed-mix portfolio rebalancing allocation strategies, debt management for funding mortgages and national debt, and guaranteed return fund construction. Up-to-Date Overview of Tactical Financial Planning and Risk Management The second section covers nontrivial computational approaches to tactical fund management. This part focuses on portfolio construction and risk management at the individual security or fund manager level over the period up to the next portfolio rebalance. It discusses non-Gaussian returns, new risk-return tradeoffs, and the robustness of benchmarks and portfolio decisions. The Future Use of Quantitative Techniques in Fund Management With contributions from well-known academics and practitioners, this volume will undoubtedly foster the recognition and wider acceptance of stochastic optimization techniques in financial practice.

Quantitative Methods in Financial Analysis

Author : Stephen J. Brown
Publisher : Unknown
Page : 37 pages
File Size : 40,5 Mb
Release : 1986
Category : Investments
ISBN : OCLC:13132811

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Quantitative Methods in Financial Analysis by Stephen J. Brown Pdf

Quantitative Management of Bond Portfolios

Author : Lev Dynkin,Anthony Gould,Jay Hyman,Vadim Konstantinovsky,Bruce Phelps
Publisher : Princeton University Press
Page : 1000 pages
File Size : 55,5 Mb
Release : 2020-05-26
Category : Business & Economics
ISBN : 9780691210612

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Quantitative Management of Bond Portfolios by Lev Dynkin,Anthony Gould,Jay Hyman,Vadim Konstantinovsky,Bruce Phelps Pdf

The practice of institutional bond portfolio management has changed markedly since the late 1980s in response to new financial instruments, investment methodologies, and improved analytics. Investors are looking for a more disciplined, quantitative approach to asset management. Here, five top authorities from a leading Wall Street firm provide practical solutions and feasible methodologies based on investor inquiries. While taking a quantitative approach, they avoid complex mathematical derivations, making the book accessible to a wide audience, including portfolio managers, plan sponsors, research analysts, risk managers, academics, students, and anyone interested in bond portfolio management. The book covers a range of subjects of concern to fixed-income portfolio managers--investment style, benchmark replication and customization, managing credit and mortgage portfolios, managing central bank reserves, risk optimization, and performance attribution. The first part contains empirical studies of security selection versus asset allocation, index replication with derivatives and bonds, optimal portfolio diversification, and long-horizon performance of assets. The second part covers portfolio management tools for risk budgeting, bottom-up risk modeling, performance attribution, innovative measures of risk sensitivities, and hedging risk exposures. A first-of-its-kind publication from a team of practitioners at the front lines of financial thinking, this book presents a winning combination of mathematical models, intuitive examples, and clear language.

Quantitative Equity Portfolio Management

Author : Ludwig B Chincarini,Daehwan Kim
Publisher : McGraw Hill Professional
Page : 658 pages
File Size : 51,6 Mb
Release : 2010-08-18
Category : Business & Economics
ISBN : 0071492380

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Quantitative Equity Portfolio Management by Ludwig B Chincarini,Daehwan Kim Pdf

Quantitative Equity Portfolio Management brings the orderly structure of fundamental asset management to the often-chaotic world of active equity management. Straightforward and accessible, it provides you with nuts-and-bolts details for selecting and aggregating factors, building a risk model, and much more.