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Books > Reference & Interdisciplinary > Communication studies > Decision theory

Foundations of Risk Analysis - Second Edition (Hardcover, 2nd Edition): T Aven Foundations of Risk Analysis - Second Edition (Hardcover, 2nd Edition)
T Aven
R1,731 Discovery Miles 17 310 Ships in 10 - 15 working days

"Foundations of Risk Analysis" presents the issues core to risk analysis - understanding what risk means, expressing risk, building risk models, addressing uncertainty, and applying probability models to real problems. The author provides the readers with the knowledge and basic thinking they require to successfully manage risk and uncertainty to support decision makin"g." This updated edition reflects recent developments on risk and uncertainty concepts, representations and treatment.

""New material in "Foundations of Risk Analysis "includes: An up to date presentation of how to understand, define and describe risk based on research carried out in recent years. A new definition of the concept of vulnerability consistent with the understanding of risk.Reflections on the need for seeing beyond probabilities to measure/describe uncertainties. A presentation and discussion of a method for assessing the importance of assumptions (uncertainty factors) in the background knowledge that the subjective probabilities are based on A brief introduction to approaches that produce interval (imprecise) probabilities instead of exact probabilities.

In addition the new version provides a number of other improvements, for example, concerning the use of cost-benefit analyses and the As Low As Reasonably Practicable (ALARP) principle.

"Foundations of Risk Analysis" provides a framework for understanding, conducting and using risk analysis suitable for advanced undergraduates, graduates, analysts and researchers from statistics, engineering, finance, medicine and the physical sciences, as well as for managers facing decision making problems involving risk and uncertainty.

Seismic Hazard and Risk Analysis (Hardcover, New Ed): Jack Baker, Brendon Bradley, Peter Stafford Seismic Hazard and Risk Analysis (Hardcover, New Ed)
Jack Baker, Brendon Bradley, Peter Stafford
R1,952 Discovery Miles 19 520 Ships in 10 - 15 working days

Seismic hazard and risk analyses underpin the loadings prescribed by engineering design codes, the decisions by asset owners to retrofit structures, the pricing of insurance policies, and many other activities. This is a comprehensive overview of the principles and procedures behind seismic hazard and risk analysis. It enables readers to understand best practises and future research directions. Early chapters cover the essential elements and concepts of seismic hazard and risk analysis, while later chapters shift focus to more advanced topics. Each chapter includes worked examples and problem sets for which full solutions are provided online. Appendices provide relevant background in probability and statistics. Computer codes are also available online to help replicate specific calculations and demonstrate the implementation of various methods. This is a valuable reference for upper level students and practitioners in civil engineering, and earth scientists interested in engineering seismology.

Evidential Decision Theory (Paperback): Arif Ahmed Evidential Decision Theory (Paperback)
Arif Ahmed
R587 Discovery Miles 5 870 Ships in 10 - 15 working days

Evidential Decision Theory is a radical theory of rational decision-making. It recommends that instead of thinking about what your decisions *cause*, you should think about what they *reveal*. This Element explains in simple terms why thinking in this way makes a big difference, and argues that doing so makes for *better* decisions. An appendix gives an intuitive explanation of the measure-theoretic foundations of Evidential Decision Theory.

Beyond Uncertainty - Reasoning with Unknown Possibilities (Paperback, New Ed): Katie Steele, H. Orri Stefansson Beyond Uncertainty - Reasoning with Unknown Possibilities (Paperback, New Ed)
Katie Steele, H. Orri Stefansson
R588 Discovery Miles 5 880 Ships in 10 - 15 working days

The main aim of this Element is to introduce the topic of limited awareness, and changes in awareness, to those interested in the philosophy of decision-making and uncertain reasoning. While it has long been of interest to economists and computer scientists, this topic has only recently been subject to philosophical investigation. Indeed, at first sight limited awareness seems to evade any systematic treatment: it is beyond the uncertainty that can be managed. On the one hand, an agent has no control over what contingencies she is and is not aware of at a given time, and any awareness growth takes her by surprise. On the other hand, agents apparently learn to identify the situations in which they are more and less likely to experience limited awareness and subsequent awareness growth. How can these two sides be reconciled? That is the puzzle we confront in this Element.

Finance for Non-Finance Executives (Paperback): Anurag Singal Finance for Non-Finance Executives (Paperback)
Anurag Singal
R618 R552 Discovery Miles 5 520 Save R66 (11%) Ships in 18 - 22 working days

This book is intended to help professionals, especially from functional areas other than finance-such as sales, marketing, human resource, research and development, production, and procurement-to gain an extensive working knowledge of critical financial principles in an easy-to-follow manner, enabling them to make critical business decisions involving cost-savings, budgets, new projects decisions, and growth strategies. The author introduces the key concepts of finance so you can contribute to the success of your business. These will help you understand the language used by accountants and how financial statements fit together. Furthermore, you will understand how to use ratio analysis to get a sense of the company's performance. In addition, readers will learn the concepts of management accounting and various kinds of decisions, including make-or-buy and shutdown. You will gain an understanding of how to implement budgeting and working capital management. The exciting part is also the chapter on investment appraisal, where readers will learn how to evaluate business proposals from a return standpoint.

The Cambridge Handbook of Compliance (Hardcover, New Ed): Benjamin Van Rooij, D.Daniel Sokol The Cambridge Handbook of Compliance (Hardcover, New Ed)
Benjamin Van Rooij, D.Daniel Sokol
R6,474 Discovery Miles 64 740 Ships in 10 - 15 working days

Compliance has become key to our contemporary markets, societies, and modes of governance across a variety of public and private domains. While this has stimulated a rich body of empirical and practical expertise on compliance, thus far, there has been no comprehensive understanding of what compliance is or how it influences various fields and sectors. The academic knowledge of compliance has remained siloed along different disciplinary domains, regulatory and legal spheres, and mechanisms and interventions. This handbook bridges these divides to provide the first one-stop overview of what compliance is, how we can best study it, and the core mechanisms that shape it. Written by leading experts, chapters offer perspectives from across law, regulatory studies, management science, criminology, economics, sociology, and psychology. This volume is the definitive and comprehensive account of compliance.

Como Mejorar Tu Historial Crediticio - Estrategias Probadas Para Reparar Tu Historial Crediticio, Como Incrementarlo y Superar... Como Mejorar Tu Historial Crediticio - Estrategias Probadas Para Reparar Tu Historial Crediticio, Como Incrementarlo y Superar La Deuda de Tarjeta de Credito Volumen 3 (Spanish, Hardcover)
Income Mastery
R554 R503 Discovery Miles 5 030 Save R51 (9%) Ships in 18 - 22 working days
Rational Choice Using Imprecise Probabilities and Utilities (Paperback): Paul Weirich Rational Choice Using Imprecise Probabilities and Utilities (Paperback)
Paul Weirich
R584 Discovery Miles 5 840 Ships in 10 - 15 working days

An agent often does not have precise probabilities or utilities to guide resolution of a decision problem. I advance a principle of rationality for making decisions in such cases. To begin, I represent the doxastic and conative state of an agent with a set of pairs of a probability assignment and a utility assignment. Then I support a decision principle that allows any act that maximizes expected utility according to some pair of assignments in the set. Assuming that computation of an option's expected utility uses comprehensive possible outcomes that include the option's risk, no consideration supports a stricter requirement.

Epistemic Logic and the Theory of Games and Decisions (Hardcover, 1997 ed.): M. Bacharach, Louis-Andre Gerard-Varet, Philippe... Epistemic Logic and the Theory of Games and Decisions (Hardcover, 1997 ed.)
M. Bacharach, Louis-Andre Gerard-Varet, Philippe Mongin, H.S. Shin
R6,037 Discovery Miles 60 370 Ships in 18 - 22 working days

This book arose out of a conference on "Epistemic Logic and the Theory of Games and Decisions" that took place in January 1994 at the Centre Inter- national de Recherches Mathematiques in Marseille. The convergence of game theory and epistemic logic has been in progress for two decades. The aim of the conference was to explore this rapprochement further by gathering spe- cialists from different professional communities, i. e. , economics, mathematics, philosophy, and computer science. Also, the organizors aimed at fostering the work centered on the issues of knowledge and belief that has recently been pursued amongst game theorists and decision theorists. The conference was funded by the following institutions: Centre National de la Recherche Sci- entifique (France), Ministere de l'Enseignement Superieur et de la Recherche (France), Association pour Ie Developpement de la Recherche en Economie et Statistique (France). It was also supported by the Human Capital and Mobility Programme of the EU, as well as, locally, by the Ville de Marseille. We would like to express our gratitude to these institutions for their generous help. Despite the success of the conference, it was not the editors' intention to circulate just another volume of proceedings in the usual style. Throughout the more than two-year editorial process, they have pursued the goal of providing a no doubt non-exhaustive, but hopefully thorough and accurate, state of the art account of a promising field of research.

International Health and Safety at Work - for the NEBOSH International General Certificate in Occupational Health and Safety... International Health and Safety at Work - for the NEBOSH International General Certificate in Occupational Health and Safety (Paperback, 4th edition)
Ed Ferrett, Phil Hughes MBE
R1,545 R1,436 Discovery Miles 14 360 Save R109 (7%) Ships in 5 - 10 working days

International Health and Safety at Work has been specially written in simple English for the thousands of students who complete the NEBOSH International General Certificate in Health and Safety each year. Fully revised in alignment with the 2019 syllabus, this fourth edition provides students with all they need to tackle the course with confidence. Clear, easily accessible information is presented in full colour, with discussion of essential principles such as ILO and OSH conventions as well as legal frameworks from a range of countries. The book features practice questions and answers to test knowledge and increase understanding. International Health and Safety at Work remains the most effective tool for those working to fit international health and safety standards to local needs and practice.

Rational Choice and Political Power (Paperback): Keith Dowding Rational Choice and Political Power (Paperback)
Keith Dowding
R712 Discovery Miles 7 120 Ships in 10 - 15 working days

Featuring a substantial new introduction and two new chapters in the Postscript, this new edition makes one of the most significant works on power available in paperback and online for the first time. The author extensively engages with a body of new literature to elucidate and expand upon the original work, using rational choice theory to provide: * An examination of how, due to the collective action problem, groups can be powerless despite not facing any resistance * Timely engagement with feminist accounts of power * An explanation of the relationship of structure and agency and how to measure power comparatively across societies This book's unique interaction with both classical and contemporary debates makes it an essential resource for anyone teaching or studying power in the disciplines of sociology, philosophy, politics or international relations.

Como Mejorar Tu Historial Crediticio - Estrategias Probadas Para Reparar Tu Historial Crediticio, Como Incrementarlo y Superar... Como Mejorar Tu Historial Crediticio - Estrategias Probadas Para Reparar Tu Historial Crediticio, Como Incrementarlo y Superar La Deuda de Tarjeta de Credito Volumen 2 (Spanish, Hardcover)
Income Mastery
R556 R505 Discovery Miles 5 050 Save R51 (9%) Ships in 18 - 22 working days
Como Mejorar Tu Historial Crediticio - Estrategias Probadas Para Reparar Tu Historial Crediticio, Como Incrementarlo y Superar... Como Mejorar Tu Historial Crediticio - Estrategias Probadas Para Reparar Tu Historial Crediticio, Como Incrementarlo y Superar La Deuda de Tarjeta de Credito Volumen 1 (Spanish, Hardcover)
Income Mastery
R556 R505 Discovery Miles 5 050 Save R51 (9%) Ships in 18 - 22 working days
People Risk Management - A Practical Approach to Managing the Human Factors That Could Harm Your Business (Hardcover,... People Risk Management - A Practical Approach to Managing the Human Factors That Could Harm Your Business (Hardcover, Re-issue)
Keith Blacker, Patrick McConnell
R4,229 R3,453 Discovery Miles 34 530 Save R776 (18%) Ships in 10 - 15 working days

People Risk Management provides unique depth to a topic that has garnered intense interest in recent years. Based on the latest thinking in corporate governance, behavioural economics, human resources and operational risk, people risk can be defined as the risk that people do not follow the organization's procedures, practices and/or rules, thus deviating from expected behaviour in a way that could damage the business's performance and reputation. From fraud to bad business decisions, illegal activity to lax corporate governance, people risk - often called conduct risk - presents a growing challenge in today's complex, dispersed business organizations. Framed by corporate events and challenges and including case studies from the LIBOR rate scandal, the BP oil spill, Lehman Brothers, Royal Bank of Scotland and Enron, People Risk Management provides best-practice guidance to managing risks associated with the behaviour of both employees and those outside a company. It offers practical tools, real-world examples, solutions and insights into how to implement an effective people risk management framework within an organization.

Como Mejorar Tu Historial Crediticio - Estrategias Probadas Para Reparar Tu Historial Crediticio, Como Incrementarlo y Superar... Como Mejorar Tu Historial Crediticio - Estrategias Probadas Para Reparar Tu Historial Crediticio, Como Incrementarlo y Superar La Deuda de Tarjeta de Credito Volumen Completo (Spanish, Hardcover)
Income Mastery
R662 R591 Discovery Miles 5 910 Save R71 (11%) Ships in 18 - 22 working days
Como Salir de Deudas - Una Estrategia Probada Para Tomar El Control de Tu Libertad Financiera y Superar Las Deudas, Prestamos... Como Salir de Deudas - Una Estrategia Probada Para Tomar El Control de Tu Libertad Financiera y Superar Las Deudas, Prestamos Vehiculares, Prestamos Estudiantiles, Hipotecas y Mas Volumen 3 (Spanish, Hardcover)
Income Mastery
R554 R503 Discovery Miles 5 030 Save R51 (9%) Ships in 18 - 22 working days
Business Planning for Turbulent Times - New Methods for Applying Scenarios (Paperback, 2nd edition): Rafael Ramirez, John W.... Business Planning for Turbulent Times - New Methods for Applying Scenarios (Paperback, 2nd edition)
Rafael Ramirez, John W. Selsky, Kees Van Der Heijden
R866 Discovery Miles 8 660 Ships in 4 - 6 working days

The world is increasingly turbulent and complex, awash with disruptions, tipping points and knock-on effects exemplified by the implosion of financial markets and economies around the globe. This book is for business and organizational leaders who want and need to think through how best to deal with increasing turbulence, and with the complexity and uncertainty that come with it. The authors explain in clear language how future orientation and, specifically, modern scenario techniques help to address these conditions. They draw on examples from a wide variety of international settings and circumstances including large corporations, inter-governmental organizations, small firms and municipalities. Readers will be inspired to try out scenario approaches themselves to better address the turbulence that affects them and others with whom they work, live and do business. This second edition extends the use of scenarios planning and methods to tackle the risk and uncertainty of financial markets and the potentially massive impacts on businesses of all kinds, providing powerful tools to give far thinking executives an advantage in these turbulent times.

Como Salir de Deudas - Una Estrategia Probada Para Tomar El Control de Tu Libertad Financiera y Superar Las Deudas, Prestamos... Como Salir de Deudas - Una Estrategia Probada Para Tomar El Control de Tu Libertad Financiera y Superar Las Deudas, Prestamos Vehiculares, Prestamos Estudiantiles, Hipotecas y Mas Volumen 2 (Spanish, Hardcover)
Income Mastery
R555 R504 Discovery Miles 5 040 Save R51 (9%) Ships in 18 - 22 working days
The Successful Teacher's Survival Kit - 83 Simple Things That Successful Teachers Do To Thrive in the Classroom... The Successful Teacher's Survival Kit - 83 Simple Things That Successful Teachers Do To Thrive in the Classroom (Hardcover)
Dale Ripley
R2,207 Discovery Miles 22 070 Ships in 10 - 15 working days

If you have ever had the opportunity to observe a master craftsperson at work, one of the first things you will notice is how easy they make their work look. This principle applies to artists, athletes, plumbers and painters. It also applies to teachers. If you were fortunate enough to have some master teachers in your K to 12 schooling or for your university student teaching, you will have seen this principle at work. You will recall how easy they made teaching look. For the most part, their classes just flowed. The teacher would ask the students to do something, and the students did it. The teacher would cue the kids to transition into a new activity, and the kids transitioned. There was little conflict, few arguments, and the vast majority of classroom time was spent engaged in learning. It is a pleasure to observe these kinds of behaviors in the classrooms of master teachers, but this leaves us with an important question: how do they do it? Just how did these teachers get their students to be so cooperative and have their classroom running so smoothly? That is what THE SUCCESSFUL TEACHER'S SURVIVAL KIT: 83 simple things that successful teachers do to thrive in the classroom will show you - the kinds of things that master teachers do to make their classes work - both for themselves and for their students. You too can become a master teacher. This book will show you how.

Environmental Sustainability for Engineers and Applied Scientists (Hardcover): Greg Peters, Magdalena Svanstroem Environmental Sustainability for Engineers and Applied Scientists (Hardcover)
Greg Peters, Magdalena Svanstroem
R3,373 Discovery Miles 33 730 Ships in 10 - 15 working days

This textbook presents key theoretical approaches to understanding issues of sustainability and environmental management, perfectly bridging the gap between engineering and environmental science. It begins with the fundamentals of environmental modelling and toxicology, which are then used to discuss qualitative and quantitative risk assessment methods, and environmental assessments of product design. It discusses how business and government can work towards sustainability, focusing on managerial and legal tools, before considering ethics and how decisions on environmental management can be made. Students will learn quantitative methods while also gaining an understanding of qualitative, legal, and ethical aspects of sustainability. Practical applications are included throughout, and there are study questions at the end of each chapter. PowerPoint slides and jpegs of all the figures in the book are provided online. This is the perfect textbook on environmental studies for engineering and applied science students.

Organization at the Limit - Lessons from the Columbia Disaster (Hardcover): W. Starbuck Organization at the Limit - Lessons from the Columbia Disaster (Hardcover)
W. Starbuck
R948 R760 Discovery Miles 7 600 Save R188 (20%) Ships in 10 - 15 working days

The book offers important insight relevant to Corporate, Government and Global organizations management in general. The internationally recognised authors tackle vital issues in decision making, how organizational risk is managed, how can technological and organizational complexities interact, what are the impediments for effective learning and how large, medium, and small organizations can, and in fact must, increase their resilience. Managers, organizational consultants, expert professionals, and training specialists; particularly those in high risk organizations, may find the issues covered in the book relevant to their daily work and a potential catalyst for thought and action.
A timely analysis of the "Columbia" disaster and the organizational lessons that can be learned from it.
Includes contributions from those involved in the Investigation Board report into the incident.
Tackles vital issues such as the role of time pressures and goal conflict in decision making, and the impediments for effective learning.
Examines how organizational risk is managed and how technological and organizational complexities interact.
Assesses how large, medium, and small organizations can, and in fact must, increase their resilience.
Questions our eagerness to embrace new technologies, yet reluctance to accept the risks of innovation.
Offers a step by step understanding of the complex factors that led to disaster.

Mental Capacity in Relationship - Decision-Making, Dialogue, and Autonomy (Paperback): Camillia Kong Mental Capacity in Relationship - Decision-Making, Dialogue, and Autonomy (Paperback)
Camillia Kong
R1,029 Discovery Miles 10 290 Ships in 10 - 15 working days

Recent legal developments challenge how valid the concept of mental capacity is in determining whether individuals with impairments can make decisions about their care and treatment. Kong defends a concept of mental capacity but argues that such assessments must consider how relationships and dialogue can enable or disable the decision-making abilities of these individuals. This is thoroughly investigated using an interdisciplinary approach that combines philosophy and legal analysis of the law in England and Wales, the European Court of Human Rights, and the United Nations Convention on the Rights of Persons with Disabilities. By exploring key concepts underlying mental capacity, the investigation concludes that both primary relationships and capacity assessments themselves must display key competencies to ensure that autonomy skills are promoted and encouraged. This ultimately provides scope for justifiable interventions into disabling relationships and articulates the dialogical practices that help better situate, interpret, and understand the choices and actions of individuals with impairments.

Risk Management - Concepts and Guidance, Fifth Edition (Hardcover, 5th edition): Carl L. Pritchard, PMP, PMI-RMP, EVP Risk Management - Concepts and Guidance, Fifth Edition (Hardcover, 5th edition)
Carl L. Pritchard, PMP, PMI-RMP, EVP
R3,952 Discovery Miles 39 520 Ships in 10 - 15 working days

This new edition of Risk Management: Concepts and Guidance supplies a look at risk in light of current information, yet remains grounded in the history of risk practice. Taking a holistic approach, it examines risk as a blend of environmental, programmatic, and situational concerns. Supplying comprehensive coverage of risk management tools, practices, and protocols, the book presents powerful techniques that can enhance organizational risk identification, assessment, and management-all within the project and program environments. Updated to reflect the Project Management Institute's A Guide to the Project Management Body of Knowledge (PMBOK (R) Guide), Fifth Edition, this edition is an ideal resource for those seeking Project Management Professional and Risk Management Professional certification. Emphasizing greater clarity on risk practice, this edition maintains a focus on the ability to apply "planned clairvoyance" to peer into the future. The book begins by analyzing the various systems that can be used to apply risk management. It provides a fundamental introduction to the basics associated with particular techniques, clarifying the essential concepts of risk and how they apply in projects. The second part of the book presents the specific techniques necessary to successfully implement the systems described in Part I. The text addresses project risk management from the project manager's perspective. It adopts PMI's perspective that risk is both a threat and an opportunity, and it acknowledges that any effective risk management practice must look at the potential positive events that may befall a project, as well as the negatives.Providing coverage of the concepts that many project management texts ignore, such as the risk response matrix and risk models, the book includes appendices filled with additional reference materials and supporting details that simplifying some of the most complex aspects of risk management.

Future Perspectives in Risk Models and Finance (Hardcover, 2015 ed.): Alain Bensoussan, Dominique Guegan, Charles S. Tapiero Future Perspectives in Risk Models and Finance (Hardcover, 2015 ed.)
Alain Bensoussan, Dominique Guegan, Charles S. Tapiero
R2,691 Discovery Miles 26 910 Ships in 18 - 22 working days

This book provides a perspective on a number of financial modelling analytics and risk management. The book begins with extensive outline of GLM estimation techniques combined with the proof of its fundamental results. Applications of static and dynamic models provide a unified approach to the estimation of nonlinear risk models. The book then examines the definition of risks and their management, with particular emphasis on the importance of bi-modal distributions for financial regulation. Chapters also cover the implications of stress testing and the noncyclical CAR (Capital Adequacy Rule). The next section highlights financial modelling analytic approaches and techniques including an overview of memory based financial models, spanning non-memory models, long run and short memory. Applications of these models are used to highlight their variety and their importance to Financial Analytics. Subsequent chapters offer an extensive overview of multi-fractional models and their important applications to Asset price modeling (from Fractional to Multi-fractional Processes), and a look at the binomial pricing model by discussing the effects of memory on the pricing of asset prices. The book concludes with an examination of an algorithmic future perspective to real finance.

The chapters in "Future Perspectives in Risk Models and Finance" are concerned with both theoretical and practical issues. Theoretically, financial risks models are models of certainty, based on information and rules that are both available and agree to by their user. Empirical and data finance however, has provided a bridge between theoretical constructs risks models and the empirical evidence that these models entail. Numerous approaches are then used to model financial risk models, emphasizing mathematical and stochastic models based on the fundamental theoretical tenets of finance and others departing from the fundamental assumptions of finance. The underlying mathematical foundations of these risks models provide a future guideline for risk modeling. Both static and dynamic risk models are then considered. The chapters in this book provide selective insights and developments, that can contribute to a greater understanding the complexity of financial modelling and its ability to bridge financial theories and their practice. Risk models are models of uncertainty, and therefore all risk models are an expression of perceptions, priorities, needs and the information we have. In this sense, all risks models are complex hypotheses we have constructed and based on what we have or believe . Risk models are then challenged by their definition, are risk definition defining in fact prospective risks? By their estimation, what data can we apply to estimate risk processes and how can we do so? How should we use the data and the models at hand for useful and constructive end. "

Optimization Methods in Finance (Hardcover, 2nd Revised edition): Gerard Cornuejols, Javier Pena, Reha Tutuncu Optimization Methods in Finance (Hardcover, 2nd Revised edition)
Gerard Cornuejols, Javier Pena, Reha Tutuncu
R1,681 Discovery Miles 16 810 Ships in 10 - 15 working days

Optimization methods play a central role in financial modeling. This textbook is devoted to explaining how state-of-the-art optimization theory, algorithms, and software can be used to efficiently solve problems in computational finance. It discusses some classical mean-variance portfolio optimization models as well as more modern developments such as models for optimal trade execution and dynamic portfolio allocation with transaction costs and taxes. Chapters discussing the theory and efficient solution methods for the main classes of optimization problems alternate with chapters discussing their use in the modeling and solution of central problems in mathematical finance. This book will be interesting and useful for students, academics, and practitioners with a background in mathematics, operations research, or financial engineering. The second edition includes new examples and exercises as well as a more detailed discussion of mean-variance optimization, multi-period models, and additional material to highlight the relevance to finance.

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