Download or read book Machine Learning for Asset Managers written by Marcos M. López de Prado and published by Cambridge University Press. This book was released on 2020-04-22 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: Successful investment strategies are specific implementations of general theories. An investment strategy that lacks a theoretical justification is likely to be false. Hence, an asset manager should concentrate her efforts on developing a theory rather than on backtesting potential trading rules. The purpose of this Element is to introduce machine learning (ML) tools that can help asset managers discover economic and financial theories. ML is not a black box, and it does not necessarily overfit. ML tools complement rather than replace the classical statistical methods. Some of ML's strengths include (1) a focus on out-of-sample predictability over variance adjudication; (2) the use of computational methods to avoid relying on (potentially unrealistic) assumptions; (3) the ability to "learn" complex specifications, including nonlinear, hierarchical, and noncontinuous interaction effects in a high-dimensional space; and (4) the ability to disentangle the variable search from the specification search, robust to multicollinearity and other substitution effects.

Download or read book The Complete Guide to Portfolio Performance written by Pascal François and published by John Wiley & Sons. This book was released on 2024-04-23 with total page 1095 pages. Available in PDF, EPUB and Kindle. Book excerpt: An intuitive and effective desk reference for performance measurement in asset and wealth management In The Complete Guide to Portfolio Performance: Appraise, Analyse, Act, a team of finance professors with extended practical experience deliver a hands-on desk reference for asset and wealth managers suitable for everyday use. Intuitively organized and full of concrete examples of the real-world implementation of the concepts discussed within, the book provides a comprehensive coverage of all important portfolio performance matters across 18 chapters of actionable and clearly described content. The authors have provided relevant cross-referencing where appropriate, “Key Takeaways and Equations” sections at the end of each chapter, and pointers to additional resources for anyone interested in pursuing further research. You'll also find: Discussions of more than a hundred classical and modern performance measures organized logically and with a focus on their applications Strategies for selecting appropriate performance measures based on your situation as a manager or investor Explanations of analytical techniques (statistical approaches, attribution, fund ratings...) enabling a comprehensive use of performance-related information Applications of portfolio performance criteria in concrete investment decision-making processes Highly actionable and logically organized material that's easy to find at a moment's notice A full set of pedagogical powerpoint slides and excel worksheets with all data and formulas Perfect for investors, portfolio managers, advisors, analysts, and regulators, The Complete Guide to Portfolio Performance is also a must-read reference for students and practitioners of asset and wealth management, as well as those pursuing certification such as CFA, CIPM, CIIA, and CAIA.

Download or read book Asset Pricing written by John H. Cochrane and published by Princeton University Press. This book was released on 2009-04-11 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: Winner of the prestigious Paul A. Samuelson Award for scholarly writing on lifelong financial security, John Cochrane's Asset Pricing now appears in a revised edition that unifies and brings the science of asset pricing up to date for advanced students and professionals. Cochrane traces the pricing of all assets back to a single idea—price equals expected discounted payoff—that captures the macro-economic risks underlying each security's value. By using a single, stochastic discount factor rather than a separate set of tricks for each asset class, Cochrane builds a unified account of modern asset pricing. He presents applications to stocks, bonds, and options. Each model—consumption based, CAPM, multifactor, term structure, and option pricing—is derived as a different specification of the discounted factor. The discount factor framework also leads to a state-space geometry for mean-variance frontiers and asset pricing models. It puts payoffs in different states of nature on the axes rather than mean and variance of return, leading to a new and conveniently linear geometrical representation of asset pricing ideas. Cochrane approaches empirical work with the Generalized Method of Moments, which studies sample average prices and discounted payoffs to determine whether price does equal expected discounted payoff. He translates between the discount factor, GMM, and state-space language and the beta, mean-variance, and regression language common in empirical work and earlier theory. The book also includes a review of recent empirical work on return predictability, value and other puzzles in the cross section, and equity premium puzzles and their resolution. Written to be a summary for academics and professionals as well as a textbook, this book condenses and advances recent scholarship in financial economics.

Download or read book Wiley 11th Hour Guide for 2019 Level III CFA Exam written by Wiley and published by John Wiley & Sons. This book was released on 2019-04-02 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Wiley's 11th Hour Final Review Guide for 2019 Level III CFA Exam compacts all of the readings tested on the 2019 CFA exam into one portable volume. Organized in order, this best-selling guide has helped thousands of candidates from over one-hundred countries pass the CFA exam. Designed to boil it all down to the crucial concepts, formulas and rules, this guide ensures candidates are familiar with the most important testable information. It's difficult to go over multiple books in the last few weeks before the exam, so Wiley's 11th Hour Review Guide does the work for you—condensing each reading down to two- to five pages. Enter the exam room with confidence and reinforce your knowledge and preparation! This comprehensive guide complements Wiley's CFA Study Guides sold separately but may be used with any review course. An effective, efficient study guide, this book prepares you to reach the next level in your career. "The Eleventh Hour Review book is simply brilliant. Virtually every sentence it contains is testable—it's an absolute must-have for every Level I candidate." —Ameer, UK "The eleventh hour guide was a great help." —Konrad, South Africa "I used your eleventh hour guide and mock exams for the last bit of my studying and greatly enjoyed your material. Out of all of the exam prep material, I thought [yours] was the best." —Thomas, USA "Thanks to the team for writing the most intelligent Chartered Financial Analyst material I have seen to date. The eleventh hour guide is absolute genius and proving very valuable at this stage of the revision process." —Doug, UK

Download or read book Efficient Asset Management written by Richard O. Michaud and published by Oxford University Press. This book was released on 2008-03-03 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: In spite of theoretical benefits, Markowitz mean-variance (MV) optimized portfolios often fail to meet practical investment goals of marketability, usability, and performance, prompting many investors to seek simpler alternatives. Financial experts Richard and Robert Michaud demonstrate that the limitations of MV optimization are not the result of conceptual flaws in Markowitz theory but unrealistic representation of investment information. What is missing is a realistic treatment of estimation error in the optimization and rebalancing process. The text provides a non-technical review of classical Markowitz optimization and traditional objections. The authors demonstrate that in practice the single most important limitation of MV optimization is oversensitivity to estimation error. Portfolio optimization requires a modern statistical perspective. Efficient Asset Management, Second Edition uses Monte Carlo resampling to address information uncertainty and define Resampled Efficiency (RE) technology. RE optimized portfolios represent a new definition of portfolio optimality that is more investment intuitive, robust, and provably investment effective. RE rebalancing provides the first rigorous portfolio trading, monitoring, and asset importance rules, avoiding widespread ad hoc methods in current practice. The Second Edition resolves several open issues and misunderstandings that have emerged since the original edition. The new edition includes new proofs of effectiveness, substantial revisions of statistical estimation, extensive discussion of long-short optimization, and new tools for dealing with estimation error in applications and enhancing computational efficiency. RE optimization is shown to be a Bayesian-based generalization and enhancement of Markowitz's solution. RE technology corrects many current practices that may adversely impact the investment value of trillions of dollars under current asset management. RE optimization technology may also be useful in other financial optimizations and more generally in multivariate estimation contexts of information uncertainty with Bayesian linear constraints. Michaud and Michaud's new book includes numerous additional proposals to enhance investment value including Stein and Bayesian methods for improved input estimation, the use of portfolio priors, and an economic perspective for asset-liability optimization. Applications include investment policy, asset allocation, and equity portfolio optimization. A simple global asset allocation problem illustrates portfolio optimization techniques. A final chapter includes practical advice for avoiding simple portfolio design errors. With its important implications for investment practice, Efficient Asset Management 's highly intuitive yet rigorous approach to defining optimal portfolios will appeal to investment management executives, consultants, brokers, and anyone seeking to stay abreast of current investment technology. Through practical examples and illustrations, Michaud and Michaud update the practice of optimization for modern investment management.

Download or read book Logistics Management and Strategy written by Alan Harrison and published by Pearson UK. This book was released on 2019 with total page 607 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Data Intensive Industrial Asset Management written by Farhad Balali and published by Springer Nature. This book was released on 2020-01-22 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a step by step Asset Health Management Optimization Approach Using Internet of Things (IoT). The authors provide a comprehensive study which includes the descriptive, diagnostic, predictive, and prescriptive analysis in detail. The presentation focuses on the challenges of the parameter selection, statistical data analysis, predictive algorithms, big data storage and selection, data pattern recognition, machine learning techniques, asset failure distribution estimation, reliability and availability enhancement, condition based maintenance policy, failure detection, data driven optimization algorithm, and a multi-objective optimization approach, all of which can significantly enhance the reliability and availability of the system.

Download or read book Fixed Income Trading and Risk Management written by Alexander During and published by John Wiley & Sons. This book was released on 2021-03-22 with total page 469 pages. Available in PDF, EPUB and Kindle. Book excerpt: A unique, authoritative, and comprehensive treatment of fixed income markets Fixed Income Trading and Risk Management: The Complete Guide delivers a comprehensive and innovative exposition of fixed income markets. Written by European Central Bank portfolio manager Alexander During, this book takes a practical view of how several different national fixed income markets operate in detail. The book presents common theoretical models but adds a lot of information on the actually observed behavior of real markets. You’ll benefit from the book’s: Fulsome overview of money, credit, and monetary policy Description of cash instruments, inflation-linked debt, and credit claims Analysis of derivative instruments, standard trading strategies, and data analysis In-depth focus on risk management in fixed income markets Perfect for new and junior staff in financial institutions working in sales and trading, risk management, back office operations, and portfolio management positions, Fixed Income Trading and Risk Management also belongs on the bookshelves of research analysts and postgraduate students in finance, economics, or MBA programs.

Download or read book Physical Asset Management written by Nicholas Anthony John Hastings and published by Springer Science & Business Media. This book was released on 2009-09-29 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: Physical asset management is the management of fixed or non-current assets such as equipment and plant. Physical Asset Management presents a systematic approach to the management of these assets from concept to disposal. The general principles of physical asset management are discussed in a manner which makes them accessible to a wide audience, and covers all stages of the asset management process, including: initial business appraisal; identification of fixed asset needs; financial evaluation; logistic support analysis; life cycle costing; maintenance strategy; outsourcing; cost-benefit analysis; disposal; and renewal. Physical Asset Management addresses the needs of existing and potential asset managers, and provides an introduction to asset management for professionals in related disciplines, such as finance. The book provides both an introduction and a convenient reference work, covering all the main areas of physical asset management.

Download or read book Making Sense of Change Management written by Esther Cameron and published by Kogan Page Publishers. This book was released on 2015-03-03 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: The definitive, bestselling text in the field of change management, Making Sense of Change Management provides a thorough overview of the subject for both students and professionals. Along with explaining the theory of change management, it comprehensively covers the models, tools, and techniques of successful change management so organizations can adapt to tough market conditions and succeed by changing their strategies, structures, boundaries, mindsets, leadership behaviours and of course their expectations of the people who work within them. This completely revised and updated 4th edition of Making Sense of Change Management includes more international examples and case studies, emerging new thinking and practice in the area of cultural change and a new chapter on the interrelationship with project management (PM) and change management. It also covers complexity models, agile approaches, and stakeholder management along with cultural sensitivity and what to do when cultures collide. Making Sense of Change Management remains essential reading for anyone who is currently part of, or leading, a change initiative. Online supporting resources include lecture slides, making this an ideal textbook for MBA or graduate students focusing on leading or managing change.

Download or read book Wiley 11th Hour Guide for 2019 Level I CFA Exam written by Wiley and published by John Wiley & Sons. This book was released on 2019-04-02 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: Wiley's 11th Hour Final Review Guide for 2019 Level I CFA Exam compacts all readings tested on the 2019 CFA exam into one portable volume. Organized in order, this best-selling guide has helped thousands of candidates from over one-hundred countries pass the CFA exam. Designed to boil it all down to the crucial concepts, formulas and rules, this guide ensures candidates are familiar with the most important testable information. It's difficult to go over multiple books in the last few weeks before the exam, so Wiley's 11th Hour Review Guide does the work for you—condensing each reading down to two- to five pages. Enter the exam room with confidence and reinforce your knowledge and preparation! This comprehensive guide complements Wiley's CFA Study Guides sold separately but may be used with any review course. An effective, efficient study guide, this book prepares you to reach the next level in your career. "The Eleventh Hour Review book is simply brilliant. Virtually every sentence it contains is testable—it's an absolute must-have for every Level I candidate." —Ameer, UK "The eleventh hour guide was a great help." —Konrad, South Africa "I used your eleventh hour guide and mock exams for the last bit of my studying and greatly enjoyed your material. Out of all of the exam prep material, I thought [yours] was the best." —Thomas, USA "Thanks to the team for writing the most intelligent Chartered Financial Analyst material I have seen to date. The eleventh hour guide is absolute genius and proving very valuable at this stage of the revision process." —Doug, UK

Download or read book Plant Maintenance with SAP written by Karl Liebstückel and published by SAP PRESS. This book was released on 2017 with total page 689 pages. Available in PDF, EPUB and Kindle. Book excerpt: Plant maintenance with SAP Enterprise Asset Management (SAP EAM) is more than just a routine checkup. Use this must-have guide to structure your functional locations, capture shift notes and shift reports, and much more. Dive into the technical underpinning of SAP PM, from material and plant maintenance assemblies to linear asset management. Discover best practices and real-world tips make to your SAP PM job easier. a. Best Practices for Your Day-to-Day Duties Harness the power of SAP EAM with real-world best practices and strategies. Discover critical SAP EAM functionality like shift notes, shift reports, and preventative maintenance. b. Specialized Functionality and Framework Master SAP EAM business processes, from planned repairs and refurbishment, to subcontracting, and pool asset management. Map and implement these processes to your specialized requirements with detailed guides to optimize SAP PM daily workload. c. Under-the-Hood Insight Explore technologies both old and new; see how SAP Work Manager, SAP Rounds Manager, SAP Business Client, and SAP HANA can impact your day-to-day with SAP PM.

Download or read book ISC 2 CISSP Certified Information Systems Security Professional Study Guide 2019 written by IPSpecialist and published by IPSpecialist. This book was released on with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: This workbook covers all the information you need to pass the Certified Information Systems Security Professional (CISSP) exam. The course is designed to take a practical approach to learn with real-life examples and case studies. - Covers complete (ISC)² CISSP blueprint - Summarized content - Case Study based approach - 100% passing guarantee - Mind maps - 200+ Exam Practice Questions The Certified Information Systems Security Professional (CISSP) is a worldwide recognized certification in the information security industry. CISSP formalize an information security professional's deep technological and managerial knowledge and experience to efficaciously design, engineer and pull off the overall security positions of an organization. The broad array of topics included in the CISSP Common Body of Knowledge (CBK) guarantee its connection across all subject area in the field of information security. Successful campaigners are competent in the undermentioned 8 domains: Security and Risk Management Asset Security Security Architecture and Engineering Communication and Network Security Identity and Access Management (IAM) Security Assessment and Testing Security Operations Software Development Security (ISC)2 Certifications Information security careers can feel isolating! When you certify, you become a member of (ISC)² — a prima community of cybersecurity professionals. You can cooperate with thought leaders, network with global peers; grow your skills and so much more. The community is always here to support you throughout your career.

Download or read book Warehouse Management written by Gwynne Richards and published by Kogan Page Publishers. This book was released on 2011-06-03 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Warehouses are an integral link in the modern supply chain, ensuring that the correct product is delivered in the right quantity, in good condition, at the required time, and at minimal cost: in effect, the perfect order. The effective management of warehouses is vital in minimizing costs and ensuring the efficient operation of any supply chain. Warehouse Management is a complete guide to best practice in warehouse operations. Covering everything from the latest technological advances to current environmental issues, this book provides an indispensable companion to the modern warehouse. Supported by case studies, the text considers many aspects of warehouse management, including: cost reduction productivity people management warehouse operations With helpful tools, hints and up-to-date information, Warehouse Management provides an invaluable resource for anyone looking to reduce costs and boost productivity.

Download or read book Wiley 11th Hour Guide for 2019 Level II CFA Exam written by Wiley and published by John Wiley & Sons. This book was released on 2019-04-09 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: Final Review Guide for Level II CFA Exam Wiley's 11th Hour Final Review Guide for 2019 Level II CFA Exam compacts all of the readings tested on the 2019 CFA exam into one portable volume. Organized in order, this best-selling guide has helped thousands of candidates from over one-hundred countries pass the CFA exam. Designed to boil it all down to the crucial concepts, formulas and rules, this guide ensures candidates are familiar with the most important testable information. It's difficult to go over multiple books in the last few weeks before the exam, so Wiley's 11th Hour Final Review Guide does the work for you—condensing each reading down to two- to five pages. Enter the exam room with confidence and reinforce your knowledge and preparation! This comprehensive guide complements Wiley's CFA Study Guides sold separately but may be used with any review course. An effective, efficient study guide, this book prepares you to reach the next level in your career. Passing the Level II exam is the only way to sit for the third and final examination associated with the CFA designation, so it is imperative that you leverage the most effective study materials when preparing for your Level II exam. Access targeted, relevant information in a condensed form Efficiently optimize your study time with high-impact notes Achieve clearer understanding via comments and tips from trusted instructors Review the most important concepts and formulas Wiley's 11th Hour Guide for 2019 Level II CFA Exam is an essential resource for CFA candidates preparing to take the Level II examination. "The Eleventh Hour Review book is simply brilliant. Virtually every sentence it contains is testable— it’s an absolute must-have for every Level I candidate." —Ameer, UK "The eleventh hour guide was a great help." —Konrad, South Africa "I used your eleventh hour guide and mock exams for the last bit of my studying and greatly enjoyed your material. Out of all of the exam prep material, I thought [yours] was the best." —Thomas, USA "Thanks to the team for writing the most intelligent Chartered Financial Analyst material I have seen to date. The eleventh hour guide is absolute genius and proving very valuable at this stage of the revision process." —Doug, UK

Download or read book InECCE2019 written by Ahmad Nor Kasruddin Nasir and published by Springer Nature. This book was released on 2020-03-23 with total page 905 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of the 5th International Conference on Electrical, Control & Computer Engineering 2019, held in Kuantan, Pahang, Malaysia, on 29th July 2019. Consisting of two parts, it covers the conferences’ main foci: Part 1 discusses instrumentation, robotics and control, while Part 2 addresses electrical power systems. The book appeals to professionals, scientists and researchers with experience in industry.The conference provided a platform for professionals, scientists and researchers with experience in industry.

Download or read book Machine Learning for Asset Management written by Emmanuel Jurczenko and published by John Wiley & Sons. This book was released on 2020-07-16 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new edited volume consists of a collection of original articles written by leading financial economists and industry experts in the area of machine learning for asset management. The chapters introduce the reader to some of the latest research developments in the area of equity, multi-asset and factor investing. Each chapter deals with new methods for return and risk forecasting, stock selection, portfolio construction, performance attribution and transaction costs modeling. This volume will be of great help to portfolio managers, asset owners and consultants, as well as academics and students who want to improve their knowledge of machine learning in asset management.