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Investment Science

Investment Science PDF Author: David G. Luenberger
Publisher: Oxford University Press, USA
ISBN: 9780199740086
Category : Cash flow
Languages : en
Pages : 0

Book Description
This book provides thorough and highly accessible mathematical coverage of the fundamental topics of intermediate investments, including fixed-income securities, capital asset pricing theory, derivatives, and innovations in optimal portfolio growth and valuation of multi-period risky investments. This text presents essential ideas of investments and their applications, offering students the most comprehensive treatment of the subject available.

Investment Science

Investment Science PDF Author: David G. Luenberger
Publisher: Oxford University Press, USA
ISBN: 9780199740086
Category : Cash flow
Languages : en
Pages : 0

Book Description
This book provides thorough and highly accessible mathematical coverage of the fundamental topics of intermediate investments, including fixed-income securities, capital asset pricing theory, derivatives, and innovations in optimal portfolio growth and valuation of multi-period risky investments. This text presents essential ideas of investments and their applications, offering students the most comprehensive treatment of the subject available.

Investing in Science

Investing in Science PDF Author: Massimo Florio
Publisher:
ISBN: 9780262355964
Category : Discoveries in science
Languages : en
Pages : 400

Book Description


Investment Science

Investment Science PDF Author: David G. Luenberger
Publisher:
ISBN:
Category : Cash flow
Languages : en
Pages : 518

Book Description


Machine Learning and Data Science Blueprints for Finance

Machine Learning and Data Science Blueprints for Finance PDF Author: Hariom Tatsat
Publisher: "O'Reilly Media, Inc."
ISBN: 1492073008
Category : Computers
Languages : en
Pages : 432

Book Description
Over the next few decades, machine learning and data science will transform the finance industry. With this practical book, analysts, traders, researchers, and developers will learn how to build machine learning algorithms crucial to the industry. You’ll examine ML concepts and over 20 case studies in supervised, unsupervised, and reinforcement learning, along with natural language processing (NLP). Ideal for professionals working at hedge funds, investment and retail banks, and fintech firms, this book also delves deep into portfolio management, algorithmic trading, derivative pricing, fraud detection, asset price prediction, sentiment analysis, and chatbot development. You’ll explore real-life problems faced by practitioners and learn scientifically sound solutions supported by code and examples. This book covers: Supervised learning regression-based models for trading strategies, derivative pricing, and portfolio management Supervised learning classification-based models for credit default risk prediction, fraud detection, and trading strategies Dimensionality reduction techniques with case studies in portfolio management, trading strategy, and yield curve construction Algorithms and clustering techniques for finding similar objects, with case studies in trading strategies and portfolio management Reinforcement learning models and techniques used for building trading strategies, derivatives hedging, and portfolio management NLP techniques using Python libraries such as NLTK and scikit-learn for transforming text into meaningful representations

Investment Guarantees

Investment Guarantees PDF Author: Mary Hardy
Publisher: John Wiley & Sons
ISBN: 0471392901
Category : Business & Economics
Languages : en
Pages : 309

Book Description
A comprehensive guide to investment guarantees in equity-linked life insurance Due to the convergence of financial and insurance markets, new forms of investment guarantees are emerging which require financial service professionals to become savvier in modeling and risk management. With chapters that discuss stock return models, dynamic hedging, risk measures, Markov Chain Monte Carlo estimation, and much more, this one-stop reference contains the valuable insights and proven techniques that will allow readers to better understand the theory and practice of investment guarantees and equity-linked insurance policies. Mary Hardy, PhD (Waterloo, Ontario, Canada), is an Associate Professor and Associate Chair of Actuarial Science at the University of Waterloo and is a Fellow of the Institute of Actuaries and an Associate of the Society of Actuaries, where she is a frequent speaker. Her research covers topics in life insurance solvency and risk management, with particular emphasis on equity-linked insurance. Hardy is an Associate Editor of the North American Actuarial Journal and the ASTIN Bulletin and is a Deputy Editor of the British Actuarial Journal.

The Kelly Capital Growth Investment Criterion

The Kelly Capital Growth Investment Criterion PDF Author: Leonard C. MacLean
Publisher: World Scientific
ISBN: 9814293490
Category : Business & Economics
Languages : en
Pages : 883

Book Description
This volume provides the definitive treatment of fortune's formula or the Kelly capital growth criterion as it is often called. The strategy is to maximize long run wealth of the investor by maximizing the period by period expected utility of wealth with a logarithmic utility function. Mathematical theorems show that only the log utility function maximizes asymptotic long run wealth and minimizes the expected time to arbitrary large goals. In general, the strategy is risky in the short term but as the number of bets increase, the Kelly bettor's wealth tends to be much larger than those with essentially different strategies. So most of the time, the Kelly bettor will have much more wealth than these other bettors but the Kelly strategy can lead to considerable losses a small percent of the time. There are ways to reduce this risk at the cost of lower expected final wealth using fractional Kelly strategies that blend the Kelly suggested wager with cash. The various classic reprinted papers and the new ones written specifically for this volume cover various aspects of the theory and practice of dynamic investing. Good and bad properties are discussed, as are fixed-mix and volatility induced growth strategies. The relationships with utility theory and the use of these ideas by great investors are featured.

Environmental, Social, and Governance (ESG) Investing

Environmental, Social, and Governance (ESG) Investing PDF Author: John Hill
Publisher: Academic Press
ISBN: 0128186933
Category : Business & Economics
Languages : en
Pages : 371

Book Description
Environmental, Social, and Governance (ESG) Investing: A Balanced Analysis of the Theory and Practice of a Sustainable Portfolio presents a balanced, thorough analysis of ESG factors as they are incorporated into the investment process. An estimated 25% of all new investments are in ESG funds, with a global total of $23 trillion and the U.S. accounting for almost $9 trillion. Many advocate the sustainability goals promoted by ESG, while others prefer to maximize returns and spend their earnings on social causes. The core problem facing those who want to promote sustainability goals is to define sustainability investing and measure its returns. This book examines theories and their practical implications, illuminating issues that other books leave in the shadows. - Provides a dispassionate examination of ESG investing - Presents the historical arguments for maximizing returns and competing theories to support an ESG approach - Reviews case studies of empirical evidence about relative returns of both traditional and ESG investment approaches

Student-Managed Investment Funds

Student-Managed Investment Funds PDF Author: Brian Bruce
Publisher: Academic Press
ISBN: 0128178671
Category : Business & Economics
Languages : en
Pages : 604

Book Description
Student-Managed Investment Funds: Organization, Policy, and Portfolio Management, Second Edition, helps students work within a structured investment management organization, whatever that organizational structure might be. It aids them in developing an appreciation for day-to-day fund operations (e.g., how to get portfolio trade ideas approved, how to execute trades, how to reconcile investment performance), and it addresses the management of the portfolio and the valuation/selection process for discriminating between securities. No other book covers the "operational" related issues in SMIFs, like organizations, tools, data, presentation, and performance evaluation. With examples of investment policy statements, presentation slides, and organizational structures from other schools, Student-Managed Investment Funds can be used globally by students, instructors, and administrators alike. - Addresses the basics of valuation as well as issues related to maintaining compliance, philosophy, performance measurement, and evaluation - Provides explanations and examples about organizing a student-managed fund - Reviews fundamental stock valuation approaches like multi-stage DDM, FCF, and price multiples

Great Investment Ideas

Great Investment Ideas PDF Author: William T Ziemba
Publisher: World Scientific Publishing Company
ISBN: 9813144386
Category : Electronic books
Languages : en
Pages : 297

Book Description
Great Investment Ideas is a collection of articles published in the Journal of Portfolio Management from 1993 to 2015. The book contains useful ideas for investment management and trading and discusses the methods, results and evaluation of great investors. It also covers important topics such as the effect of errors in means, variances and co-variances in portfolio selection problems, stock market crashes and stock market anomalies, portfolio theory and practice, evaluation theory, etc. This book is a must-have publication for investors and financial experts, researchers and graduate students in finance.

Investment Banks, Hedge Funds, and Private Equity

Investment Banks, Hedge Funds, and Private Equity PDF Author: David P. Stowell
Publisher: Academic Press
ISBN: 0124046320
Category : Business & Economics
Languages : en
Pages : 672

Book Description
The dynamic environment of investment banks, hedge funds, and private equity firms comes to life in David Stowell's introduction to the ways they challenge and sustain each other. Capturing their reshaped business plans in the wake of the 2007-2009 global meltdown, his book reveals their key functions, compensation systems, unique roles in wealth creation and risk management, and epic battles for investor funds and corporate influence. Its combination of perspectives—drawn from his industry and academic backgrounds—delivers insights that illuminate the post-2009 reinvention and acclimation processes. Through a broad view of the ways these financial institutions affect corporations, governments, and individuals, Professor Stowell shows us how and why they will continue to project their power and influence. - Emphasizes the needs for capital, sources of capital, and the process of getting capital to those who need it - Integrates into the chapters ten cases about recent transactions, along with case notes and questions - Accompanies cases with spreadsheets for readers to create their own analytical frameworks and consider choices and opportunities