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Renowned valuation expert Aswath Damodaran reviews the core tools of valuation, examines today’s most difficult estimation questions and issues, and then systematically addresses the valuation challenges that arise throughout a firm’s lifecycle in The Dark Side of Valuation: Valuing Young, Distressed and Complex Businesses. In this thoroughly revised edition, he broadens his perspective to consider all companies that resist easy valuation, highlighting specific types of hard-to-value firms, including commodity firms, cyclical companies, financial services firms, organizations dependent on intangible assets, and global firms operating diverse businesses. He covers the entire corporate lifecycle, from “idea” and “nascent growth” companies to those in decline and distress, and offers specific guidance for valuing technology, human capital, commodity, and cyclical firms. ·
Companies that don't use AI to their advantage will soon be left behind. Artificial intelligence and machine learning will drive a massive reshaping of the economy and society. What should you and your company be doing right now to ensure that your business is poised for success? These articles by AI experts and consultants will help you understand today's essential thinking on what AI is capable of now, how to adopt it in your organization, and how the technology is likely to evolve in the near future. Artificial Intelligence: The Insights You Need from Harvard Business Review will help you spearhead important conversations, get going on the right AI initiatives for your company, and capitalize on the opportunity of the machine intelligence revolution. Catch up on current topics and deepen your understanding of them with the Insights You Need series from Harvard Business Review. Featuring some of HBR's best and most recent thinking, Insights You Need titles are both a primer on today's most pressing issues and an extension of the conversation, with interesting research, interviews, case studies, and practical ideas to help you explore how a particular issue will impact your company and what it will mean for you and your business.
Les clés essentielles pour évaluer le potentiel d'investissement d'une start-up. Comment négocier l’ouverture du capital de votre start-up à des investisseurs ? Comment devez-vous la valoriser au moment de lever des fonds ? À quel pourcentage du capital peuvent prétendre les premiers investisseurs ? Allez-vous perdre le pouvoir ? Comment estimer et mobiliser votre marge de manœuvre pour négocier ? Telles sont les questions auxquelles cet ouvrage offre des réponses claires, simples et concrètes, accompagnées d’exemples chiffrés basés sur les pratiques de bon nombre d’entrepreneurs et d’investisseurs chevronnés. Après avoir dressé un catalogue de conseils et de suggestions concernant les principaux éléments de discussion et paramètres de valorisation qui vous guideront dans la préparation de vos estimations de valeur et dans vos présentations d’activité, l’auteur s’attache à offrir les clés d’une valorisation raisonnable, gage d’une relation durable avec les investisseurs. L’ouvrage est enrichi d’une liste méthodique d’informations pratiques qui vous permettront d’être mieux armé pour argumenter et convaincre des financeurs privés tels les business angels et les fonds de capital-risque. Un outil facile d'utilisation qui s’adresse à toute personne impliquée dans le financement des start-ups (investisseur, entrepreneur, porteur de projets, professionnel de la finance, du conseil, du droit...) ! EXTRAIT Contrairement aux autres publications axant la discussion sur la valorisation financière des start-ups uniquement à partir de la théorie financière pure (appliquée aux jeunes pousses) à grands renforts de démonstrations mathématiques sophistiquées ou aux parutions ne consacrant que quelques pages sur le sujet, ce livre est le premier ouvrage s’évertuant à présenter, sur une plus grande échelle, une vision plus complète, une analyse et une synthèse plus poussées des observations de terrain sur le thème. À PROPOS DE L'AUTEUR Carl-Alexandre Robyn a fondé le cabinet de consultance VALORO dont une des spécialités est la valorisation des jeunes pousses lors des levées de fonds. Il est business angel reconnu et a une expérience multiple de la création, de la gestion et du financement de start-ups dans plusieurs secteurs d'activité.
Children are already learning at birth, and they develop and learn at a rapid pace in their early years. This provides a critical foundation for lifelong progress, and the adults who provide for the care and the education of young children bear a great responsibility for their health, development, and learning. Despite the fact that they share the same objective - to nurture young children and secure their future success - the various practitioners who contribute to the care and the education of children from birth through age 8 are not acknowledged as a workforce unified by the common knowledge and competencies needed to do their jobs well. Transforming the Workforce for Children Birth Through Age 8 explores the science of child development, particularly looking at implications for the professionals who work with children. This report examines the current capacities and practices of the workforce, the settings in which they work, the policies and infrastructure that set qualifications and provide professional learning, and the government agencies and other funders who support and oversee these systems. This book then makes recommendations to improve the quality of professional practice and the practice environment for care and education professionals. These detailed recommendations create a blueprint for action that builds on a unifying foundation of child development and early learning, shared knowledge and competencies for care and education professionals, and principles for effective professional learning. Young children thrive and learn best when they have secure, positive relationships with adults who are knowledgeable about how to support their development and learning and are responsive to their individual progress. Transforming the Workforce for Children Birth Through Age 8 offers guidance on system changes to improve the quality of professional practice, specific actions to improve professional learning systems and workforce development, and research to continue to build the knowledge base in ways that will directly advance and inform future actions. The recommendations of this book provide an opportunity to improve the quality of the care and the education that children receive, and ultimately improve outcomes for children.
Although many Bayesian Network (BN) applications are now in everyday use, BNs have not yet achieved mainstream penetration. Focusing on practical real-world problem solving and model building, as opposed to algorithms and theory, Risk Assessment and Decision Analysis with Bayesian Networks explains how to incorporate knowledge with data to develop and use (Bayesian) causal models of risk that provide powerful insights and better decision making. Provides all tools necessary to build and run realistic Bayesian network models Supplies extensive example models based on real risk assessment problems in a wide range of application domains provided; for example, finance, safety, systems reliability, law, and more Introduces all necessary mathematics, probability, and statistics as needed The book first establishes the basics of probability, risk, and building and using BN models, then goes into the detailed applications. The underlying BN algorithms appear in appendices rather than the main text since there is no need to understand them to build and use BN models. Keeping the body of the text free of intimidating mathematics, the book provides pragmatic advice about model building to ensure models are built efficiently. A dedicated website, www.BayesianRisk.com, contains executable versions of all of the models described, exercises and worked solutions for all chapters, PowerPoint slides, numerous other resources, and a free downloadable copy of the AgenaRisk software.
How should firms decide whether and when to invest in new capital equipment, additions to their workforce, or the development of new products? Why have traditional economic models of investment failed to explain the behavior of investment spending in the United States and other countries? In this book, Avinash Dixit and Robert Pindyck provide the first detailed exposition of a new theoretical approach to the capital investment decisions of firms, stressing the irreversibility of most investment decisions, and the ongoing uncertainty of the economic environment in which these decisions are made. In so doing, they answer important questions about investment decisions and the behavior of investment spending. This new approach to investment recognizes the option value of waiting for better (but never complete) information. It exploits an analogy with the theory of options in financial markets, which permits a much richer dynamic framework than was possible with the traditional theory of investment. The authors present the new theory in a clear and systematic way, and consolidate, synthesize, and extend the various strands of research that have come out of the theory. Their book shows the importance of the theory for understanding investment behavior of firms; develops the implications of this theory for industry dynamics and for government policy concerning investment; and shows how the theory can be applied to specific industries and to a wide variety of business problems.
Analytic combinatorics aims to enable precise quantitative predictions of the properties of large combinatorial structures. The theory has emerged over recent decades as essential both for the analysis of algorithms and for the study of scientific models in many disciplines, including probability theory, statistical physics, computational biology, and information theory. With a careful combination of symbolic enumeration methods and complex analysis, drawing heavily on generating functions, results of sweeping generality emerge that can be applied in particular to fundamental structures such as permutations, sequences, strings, walks, paths, trees, graphs and maps. This account is the definitive treatment of the topic. The authors give full coverage of the underlying mathematics and a thorough treatment of both classical and modern applications of the theory. The text is complemented with exercises, examples, appendices and notes to aid understanding. The book can be used for an advanced undergraduate or a graduate course, or for self-study.