Data Analytics For Corporate Debt Markets

Use state-of-the-art data analytics to optimize your evaluation and selection of corporate debt investments. Data Analytics for Corporate Debt Markets introduces the most valuable data analytics tools, methods, and applications for today's corporate debt market. Robert Kricheff shows how data analytics can improve and accelerate the process of proper investment selection, and guides market participants in focusing their credit work. Kricheff demonstrates how to use analytics to position yourself for the future; to assess how your current portfolio or trading desk is currently positioned relative to the marketplace; and to pinpoint which part of your holdings impacted past performance. He outlines how analytics can be used to compare markets, develop investment themes, and select debt issues that fit (or do not fit) those themes. He also demonstrates how investors seek to analyze short term supply and demand, and covers some special parts of the market that utilize analytics. For all corporate debt portfolio managers, traders, analysts, marketers, investment bankers, and others who work with structured financial products.

The high-yield leveraged bond and loan market is now valued at $4+ trillion in North America, Europe, and emerging markets. What’s more the market is in a period of significant growth. To successfully issue, evaluate, and invest in high-yield debt, financial professionals need credit and bond analysis skills specific to these instruments. This fully revised and updated edition of A Pragmatist’s Guide to Leveraged Finance is a complete, practical, and expert tutorial and reference book covering all facets of modern leveraged finance analysis. Long-time professional in the field, Bob Kricheff, explains why conventional analysis techniques are inadequate for leveraged instruments, clearly defines the unique challenges sellers and buyers face, walks step-by-step through deriving essential data for pricing and decision-making, and demonstrates how to apply it. Using practical examples, sample documents, Excel worksheets, and graphs, Kricheff covers all this, and much more: yields, spreads, and total return; ratio analysis of liquidity and asset value; business trend analysis; modeling and scenarios; potential interest rate impacts; evaluating leveraged finance covenants; how to assess equity (and why it matters); investing on news and events; early-stage credit; bankruptcy analysis and creating accurate credit snapshots. This second edition includes new sections on fallen angels, environmental, social and governance (ESG) investment considerations, interaction with portfolio managers, CLOs, new issues, and data science. A Pragmatist’s Guide to Leveraged Finance is an indispensable resource for all investment and underwriting professionals, money managers, consultants, accountants, advisors, and lawyers working in leveraged finance. It also teaches credit analysis skills that will be valuable in analyzing a wide variety of higher-risk investments, including growth stocks.

A breakthrough methodology for profiting in the high-yield and distressed debt market Global advances in technology give investors and asset managers more information at their fingertips than ever before. With Quantitative Analytics in Debt Valuation and Management, you can join the elite club of quantitative investors who know how to use that information to beat the market and their competitors. This powerful guide shows you how to sharpen your analytical process by considering valuable information hidden in the prices of related assets. Quantitative Analytics in Debt Valuation and Management reveals a progressive framework incorporating debt valuation based on the interrelationships among the equity, bond, and options markets. Using this cutting-edge method in conjunction with traditional debt and equity analysis, you will reduce portfolio risk, find assets with the highest returns, and generate dramatically greater profits from your transactions. This book’s “fat-free” presentation and easy-to-navigate format jump-starts busy professionals on their way to mastering proven techniques to: Determine the “equity risk” inherent in corporate debt to establish the causal relationship between a company’s debt, equity, and asset values Price and analyze corporate debt in real time by going beyond traditional methods for computing capital requirements and anticipated losses Look with an insider’s eye at risk management challenges facing banks, hedge funds, and other institutions operating with financial leverage Avoid the mistakes of other investors who contribute to the systemic risk in the financial system Additionally, you will be well prepared for the real world with the book’s focus on practical application and clear case studies. Step-by-step, you will see how to improve bond pricing and hedge debt with equity, and how selected investment management strategies perform when the model is used to drive decision making.

This paper surveys markets for corporate debt securities in the major industrial countries and the international markets. The discussion includes a comparison of the sizes of the markets for various products, as well as the key operational, institutional, and legal features of primary and secondary markets. Although there are some signs that debt markets may be emphasized in the future by some countries, it remains true that North American debt markets are the most active and liquid in the world. The international debt markets are, however, growing in importance. The paper also investigates some of the reasons for the underdevelopment of domestic bond markets and the consequences of firms shifting their debt financing needs from banks to securities markets.

An accessible guide to the essential elements of debt markets and their analysis Debt Markets and Analysis provides professionals and finance students alike with an exposition on debt that will take them from the basic concepts, strategies, and fundamentals to a more detailed understanding of advanced approaches and models. Strong visual attributes include consistent elements that function as additional learning aids, such as: Key Points, Definitions, Step-by-Step, Do It Yourself, and Bloomberg functionality Offers a solid foundation in understanding the complexities and subtleties involved in the evaluation, selection, and management of debt Provides insights on taking the ideas covered and applying them to real-world investment decisions Engaging and informative, Debt Markets and Analysis provides practical guidance to excelling at this difficult endeavor.

Corporate Bonds: Structures & Analysis covers every aspect of corporate bonds, including bond structures, credit analysis, and investment strategies. This book discusses state-of-the-art technology for valuing corporate bonds, as well as innovative new products such as step-up notes and range notes. Complete with contributions from today's top financial experts, Corporate Bonds is the definitive reference for this vital market.

An up-to-date, accurate framework for credit analysis and decision making, from the experts at Standard & Poor's "In a world of increasing financial complexity and shorter time frames in which to assess the wealth or dearth of information, this book provides an invaluable and easily accessible guide of critical building blocks of credit analysis to all credit professionals." --Apea Koranteng, Global Head, Structured Capital Markets, ABN AMRO "The authors do a fine job of combining latest credit risk management theory and techniques with real-life examples and practical application. Whether a seasoned credit expert or a new student of credit, this is a must read book . . . a critical part of anyone's risk management library." --Mark T. Williams, Boston University, Finance and Economics Department "At a time when credit risk is managed in a way more and more akin to market risk, Fundamentals of Corporate Credit Analysis provides well-needed support, not only for credit analysts but also for practitioners, portfolio managers, CDO originators, and others who need to keep track of the creditworthiness of their fixed-income investments." --Alain Canac, Chief Risk Officer, CDC IXIS Fundamentals of Corporate Credit Analysis provides professionals with the knowledge they need to systematically determine the operating and financial strength of a specific borrower, understand credit risks inherent in a wide range of corporate debt instruments, and then rank the default risk of that borrower. Focusing on fundamental credit risk, cash flow modeling, debt structure analysis, and other important issues, and including separate chapters on country risks, industry risks, business risks, financial risks, and management, it guides the reader through every step of traditional fundamental credit analysis. In a dynamic corporate environment, credit analysts cannot rely solely on financial statistical analysis, credit prediction models, or bond and stock price movements. Instead, a corporate credit analysis must supply loan providers and investors with more information and detail than ever before. On top of its traditional objective of assessing a firm's capacity and willingness to pay its financial obligations in a timely manner, a worthy credit analysis is now expected to assess recovery prospects of specific financial obligations should a firm become insolvent. Fundamentals of Corporate Credit Analysis provides practitioners with the knowledge and tools they need to address these changing requirements. Drawing on the unmatched global resources and capabilities of Standard & Poor's, this valuable book organizes its guidelines into three distinct components: Part I: Corporate Credit Risk helps analysts identify all the essential risks related to a particular firm, and measure the firm through both a financial forecast and benchmarking with peers Part II: Credit Risk of Debt Instruments explains the impact of debt instruments and debt structures on a firm's recovery prospects should it become insolvent Part III: Measuring Credit Risk presents a scoring system to assess the capacity and willingness of a firm to repay its debt in a timely fashion and to evaluate recovery prospects in the event of financial distress In addition, a fourth component--Cases in Credit Analysis--examines seven real-life studies to provide examples of the book's theory and procedures in practice. Senior Standard & Poor's analysts explore diverse cases ranging from North and South America to Europe and the Pacific Rim, on topics covering mergers (AT&T-Comcast, MGM-Mirage, Kellogg-Keebler), foreign ownership in a merger (Air New Zealand-Ansett-Singapore Airlines), sovereign issues (Repsol-YPF), peer comparisons (U.S. forestry), and recovery analysis (Yell LBO). Industry "Keys to Success" are identified and analyzed in each case, along with an explanation on how to interpret performance and come to a credit decision. While it is still true that ultimate credit decisions are highly subjective in nature, methodologies and thought processes can be repeatable from case to case. Fundamentals of Corporate Credit Analysis provides analysts with the knowledge and tools they need to systematically analyze a company, identify and analyze the most important factors in determining its creditworthiness, and ensure that more "science" than "art" is used in making the final credit decision.

Debt Markets and Investments provides an overview of the dynamic world of markets, products, valuation, and analysis of fixed income and related securities. Experts in the field, practitioners and academics, offer both diverse and in-depth insights into basic concepts and their application to increasingly intricate and real-world situations. This volume spans the entire spectrum from theoretical to practical, while attempting to offer a useful balance of detailed and user-friendly coverage. The volume begins with the basics of debt markets and investments, including basic bond terminology and market sectors. Among the topics covered are the relationship between fixed income and other asset classes as well as the differences in fundamental risk. Particular emphasis is given to interest rate risk as well as credit risks as well as those associated with inflation, liquidity, reinvestment, and ESG. Authors then turn to market sectors, including government debt, municipal bonds, the markets for corporate bonds, and developments in securitized debt markets along with derivatives and private debt markets. The third section focuses on models of yield curves, interest rates, and swaps, including opportunities for arbitrage. The next two sections focus on bond and securitized products, from sovereign debt and mutual funds focused on bonds to how securitization has increased liquidity through such innovations as mortgaged-and asset- backed securities, as well as collateralized debt-, bond-, and loan obligations. Authors next discuss various methods of valuation of bonds and securities, including the use of options and derivatives. The volume concludes with discussions of how debt can play a role in financial strategies and portfolio creation. Readers interested in a broad survey will benefit as will those looking for more in-depth presentations of specific areas within this field of study. In summary, the book provides a fresh look at this intriguing and dynamic but often complex subject.