Stock Returns And Option Prices A Simulation Analysis

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Stock Returns and Option Prices. A Simulation Analysis

Author : Martin Georg Haas
Publisher : GRIN Verlag
ISBN 13 : 3346474860
Total Pages : 24 pages
Book Rating : 4.3/5 (464 download)

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Book Synopsis Stock Returns and Option Prices. A Simulation Analysis by : Martin Georg Haas

Download or read book Stock Returns and Option Prices. A Simulation Analysis written by Martin Georg Haas and published by GRIN Verlag. This book was released on 2021-08-30 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt: Seminar paper from the year 2018 in the subject Economics - Finance, grade: 1.0, Zeppelin University Friedrichshafen, course: Advanced Financing, language: English, abstract: This paper is concerned with analyzing the basic determinants of option prices. These are the information derived from the underlying stock, namely the mean and the volatility of its returns. Therefore, this paper aims at answering the question, what influence stock return mean and volatility have on the respective option prices. This can be important to option traders trying to identify the stocks for which to trade options, by providing an understanding for the foundations of the option pricing and the information those prices provide. To isolate these basic determinants from the other influences, described above as structural and institutional factors, a simulation study is conducted. Section 2 will provide the theoretical framework and simulation methodology for the study. Section 3 describes the used dataset and section 4 presents and discusses the results of the simulation.

Stock Returns and Option Prices. A Simulation Analysis

Author : Martin Georg Haas
Publisher :
ISBN 13 : 9783346474872
Total Pages : 30 pages
Book Rating : 4.4/5 (748 download)

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Book Synopsis Stock Returns and Option Prices. A Simulation Analysis by : Martin Georg Haas

Download or read book Stock Returns and Option Prices. A Simulation Analysis written by Martin Georg Haas and published by . This book was released on 2021-07-06 with total page 30 pages. Available in PDF, EPUB and Kindle. Book excerpt: Seminar paper from the year 2018 in the subject Economics - Finance, grade: 1.0, Zeppelin University Friedrichshafen, course: Advanced Financing, language: English, abstract: This paper is concerned with analyzing the basic determinants of option prices. These are the information derived from the underlying stock, namely the mean and the volatility of its returns. Therefore, this paper aims at answering the question, what influence stock return mean and volatility have on the respective option prices. This can be important to option traders trying to identify the stocks for which to trade options, by providing an understanding for the foundations of the option pricing and the information those prices provide. To isolate these basic determinants from the other influences, described above as structural and institutional factors, a simulation study is conducted. Section 2 will provide the theoretical framework and simulation methodology for the study. Section 3 describes the used dataset and section 4 presents and discusses the results of the simulation.

Empirical Asset Pricing

Author : Wayne Ferson
Publisher : MIT Press
ISBN 13 : 0262039370
Total Pages : 497 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Empirical Asset Pricing by : Wayne Ferson

Download or read book Empirical Asset Pricing written by Wayne Ferson and published by MIT Press. This book was released on 2019-03-12 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to the theory and methods of empirical asset pricing, integrating classical foundations with recent developments. This book offers a comprehensive advanced introduction to asset pricing, the study of models for the prices and returns of various securities. The focus is empirical, emphasizing how the models relate to the data. The book offers a uniquely integrated treatment, combining classical foundations with more recent developments in the literature and relating some of the material to applications in investment management. It covers the theory of empirical asset pricing, the main empirical methods, and a range of applied topics. The book introduces the theory of empirical asset pricing through three main paradigms: mean variance analysis, stochastic discount factors, and beta pricing models. It describes empirical methods, beginning with the generalized method of moments (GMM) and viewing other methods as special cases of GMM; offers a comprehensive review of fund performance evaluation; and presents selected applied topics, including a substantial chapter on predictability in asset markets that covers predicting the level of returns, volatility and higher moments, and predicting cross-sectional differences in returns. Other chapters cover production-based asset pricing, long-run risk models, the Campbell-Shiller approximation, the debate on covariance versus characteristics, and the relation of volatility to the cross-section of stock returns. An extensive reference section captures the current state of the field. The book is intended for use by graduate students in finance and economics; it can also serve as a reference for professionals.

Derivatives and Hedge Funds

Author : Stephen Satchell
Publisher : Springer
ISBN 13 : 1137554177
Total Pages : 416 pages
Book Rating : 4.1/5 (375 download)

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Book Synopsis Derivatives and Hedge Funds by : Stephen Satchell

Download or read book Derivatives and Hedge Funds written by Stephen Satchell and published by Springer. This book was released on 2016-05-18 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the last 20 years hedge funds and derivatives have fluctuated in reputational terms; they have been blamed for the global financial crisis and been praised for the provision of liquidity in troubled times. Both topics are rather under-researched due to a combination of data and secrecy issues. This book is a collection of papers celebrating 20 years of the Journal of Derivatives and Hedge Funds (JDHF). The 18 papers included in this volume represent a small sample of influential papers included during the life of the Journal, representing industry-orientated research in these areas. With a Preface from co-editor of the journal Stephen Satchell, the first part of the collection focuses on hedge funds and the second on markets, prices and products.

The Volatility Surface

Author : Jim Gatheral
Publisher :
ISBN 13 : 9781119202073
Total Pages : 179 pages
Book Rating : 4.2/5 (2 download)

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Book Synopsis The Volatility Surface by : Jim Gatheral

Download or read book The Volatility Surface written by Jim Gatheral and published by . This book was released on 2006 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Monte Carlo Simulation and Finance

Author : Don L. McLeish
Publisher : John Wiley & Sons
ISBN 13 : 1118160940
Total Pages : 308 pages
Book Rating : 4.1/5 (181 download)

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Book Synopsis Monte Carlo Simulation and Finance by : Don L. McLeish

Download or read book Monte Carlo Simulation and Finance written by Don L. McLeish and published by John Wiley & Sons. This book was released on 2011-09-13 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Monte Carlo methods have been used for decades in physics, engineering, statistics, and other fields. Monte Carlo Simulation and Finance explains the nuts and bolts of this essential technique used to value derivatives and other securities. Author and educator Don McLeish examines this fundamental process, and discusses important issues, including specialized problems in finance that Monte Carlo and Quasi-Monte Carlo methods can help solve and the different ways Monte Carlo methods can be improved upon. This state-of-the-art book on Monte Carlo simulation methods is ideal for finance professionals and students. Order your copy today.

Volatility

Author : Robert A. Jarrow
Publisher :
ISBN 13 :
Total Pages : 472 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Volatility by : Robert A. Jarrow

Download or read book Volatility written by Robert A. Jarrow and published by . This book was released on 1998 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by a number of authors, this text is aimed at market practitioners and applies the latest stochastic volatility research findings to the analysis of stock prices. It includes commentary and analysis based on real-life situations.

Valuation Techniques

Author : David T. Larrabee
Publisher : John Wiley & Sons
ISBN 13 : 1118397436
Total Pages : 628 pages
Book Rating : 4.1/5 (183 download)

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Book Synopsis Valuation Techniques by : David T. Larrabee

Download or read book Valuation Techniques written by David T. Larrabee and published by John Wiley & Sons. This book was released on 2012-11-06 with total page 628 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analysis and insights from top thought leaders on a pivotal topic in investing and asset management Valuation is the cornerstone for investment analysis, and a thorough understanding and correct application of valuation methodologies are critical for long-term investing success. Edited by two leading valuation experts from CFA Institute, this book brings together the insights and expertise of some of the most astute and successful investment minds of the past 50 years. From Benjamin Graham, the “father of value investing,” to Aswath Damodaran, you’ll learn what these investment luminaries have to say about investment valuation techniques, including earnings and cash flow analysis. Features the best thinking on valuation from the industry’s masters on the topic, supplemented with dozens of fascinating and instructive real-world examples Comprehensively discusses special valuation situations, such as real options, employee stock options, highly leveraged firms, corporate takeovers, and more Supplies you with the tools you need to successfully navigate and thrive in the ever-changing financial markets Is being produced with the full support and input of CFA Institute, the world’s leading association of investment professionals

Advances in Quantitative Analysis of Finance and Accounting

Author : Cheng-Few Lee
Publisher : Center for PBBEFR & Airiti Press
ISBN 13 : 9868518245
Total Pages : 304 pages
Book Rating : 4.8/5 (685 download)

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Book Synopsis Advances in Quantitative Analysis of Finance and Accounting by : Cheng-Few Lee

Download or read book Advances in Quantitative Analysis of Finance and Accounting written by Cheng-Few Lee and published by Center for PBBEFR & Airiti Press. This book was released on 2009-01-01 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Quantitative Analysis of Finance and Accounting (New Series) is an annual publication designed to disseminate developments in the quantitative analysis of finance and accounting. The publication is a forum for statistical and quantitative analyses of issues in finance and accounting as well as applications of quantitative methods to problems in financial management, financial accounting, and business management. The objective is to promote interaction between academic research in finance and accounting and applied research in the financial community and the accounting profession. The papers in this volume cover a wide range of topics including corporate finance and debt management, earnings management, equity market, auditing, option pricing theory, and interest rate theory. In this volume there are eleven chapters, five of them are corporate finance and debt management: 1. Liquidity and Adverse Selection: Evidence from the Five-or-Fewer Rule Change; 2. Changing Business Environment and the Value of Relevance of Accounting Information; 3. Pricing Risky Securities in Hidden Markov-Modulated Poisson Processes; 4. An Empirical Assessment of Alternative Dividend Expectation Models; 5. Quantitative Market Risk Disclosure, Bond Default Risk and The Cost of Debt: Why Value At Risk? There are two of the other six chapters which cover interest rate theory: 1. Positive Interest Rates and Yields: Additional Serious Considerations; 2. Collapse of Dimensionality in the Interest Rate Term Structure. The remaining four chapters cover financial analysts earnings forecasts, equity market, auditing, and option pricing theory. These four papers are: 1. Investors’ Apparent Under-weighting of Financial Analysts’ Earnings Forecasts: The Role of Share Price Scaling and Omitted Risk Factors; 2. Predicting Stock Price by Applying the Residual Income Model and Bayesian Statistics; 3. Intertemporal Associations Between Non-Audit Services and Auditors’ Tendency to Allow Discretionary Accruals; 4. Put Option Portfolio Insurance vs. Asset Allocation.

Simulation

Author : James R. Thompson
Publisher : John Wiley & Sons
ISBN 13 : 0470317906
Total Pages : 332 pages
Book Rating : 4.4/5 (73 download)

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Book Synopsis Simulation by : James R. Thompson

Download or read book Simulation written by James R. Thompson and published by John Wiley & Sons. This book was released on 2009-09-25 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: A unique, integrated treatment of computer modeling and simulation "The future of science belongs to those willing to make the shift to simulation-based modeling," predicts Rice Professor James Thompson, a leading modeler and computational statistician widely known for his original ideas and engaging style. He discusses methods, available to anyone with a fast desktop computer, for integrating simulation into the modeling process in order to create meaningful models of real phenomena. Drawing from a wealth of experience, he gives examples from trading markets, oncology, epidemiology, statistical process control, physics, public policy, combat, real-world optimization, Bayesian analyses, and population dynamics. Dr. Thompson believes that, so far from liberating us from the necessity of modeling, the fast computer enables us to engage in realistic models of processes in , for example, economics, which have not been possible earlier because simple stochastic models in the forward temporal direction generally become quite unmanageably complex when one is looking for such things as likelihoods. Thompson shows how simulation may be used to bypass the necessity of obtaining likelihood functions or moment-generating functions as a precursor to parameter estimation. Simulation: A Modeler's Approach is a provocative and practical guide for professionals in applied statistics as well as engineers, scientists, computer scientists, financial analysts, and anyone with an interest in the synergy between data, models, and the digital computer.

Microscopic Simulation of Financial Markets

Author : Haim Levy
Publisher : Elsevier
ISBN 13 : 0080511597
Total Pages : 319 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Microscopic Simulation of Financial Markets by : Haim Levy

Download or read book Microscopic Simulation of Financial Markets written by Haim Levy and published by Elsevier. This book was released on 2000-08-02 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: Microscopic Simulation (MS) uses a computer to represent and keep track of individual ("microscopic") elements in order to investigate complex systems which are analytically intractable. A methodology that was developed to solve physics problems, MS has been used to study the relation between microscopic behavior and macroscopic phenomena in systems ranging from those of atomic particles, to cars, animals, and even humans. In finance, MS can help explain, among other things, the effects of various elements of investor behavior on market dynamics and asset pricing. It is these issues in particular, and the value of an MS approach to finance in general, that are the subjects of this book. The authors not only put their work in perspective by surveying traditional economic analyses of investor behavior, but they also briefly examine the use of MS in fields other than finance. Most models in economics and finance assume that investors are rational. However, experimental studies reveal systematic deviations from rational behavior. How can we determine the effect of investors' deviations from rational behavior on asset prices and market dynamics? By using Microscopic Simulation, a methodology originally developed by physicists for the investigation of complex systems, the authors are able to relax classical assumptions about investor behavior and to model it as empirically and experimentally observed. This rounded and judicious introduction to the application of MS in finance and economics reveals that many of the empirically-observed "puzzles" in finance can be explained by investors' quasi-rationality. Researchers use the book because it models heterogeneous investors, a group that has proven difficult to model. Being able to predict how people will invest and setting asset prices accordingly is inherently appealing, and the combination of computing power and statistical mechanics in this book makes such modeling possible. Because many finance researchers have backgrounds in physics, the material here is accessible. - Emphasizes investor behavior in determining asset prices and market dynamics - Introduces Microscopic Simulation within a simplified framework - Offers ways to model deviations from rational decision-making

A Random Walk Down Wall Street: The Time-Tested Strategy for Successful Investing (Ninth Edition)

Author : Burton G. Malkiel
Publisher : W. W. Norton & Company
ISBN 13 : 0393330338
Total Pages : 454 pages
Book Rating : 4.3/5 (933 download)

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Book Synopsis A Random Walk Down Wall Street: The Time-Tested Strategy for Successful Investing (Ninth Edition) by : Burton G. Malkiel

Download or read book A Random Walk Down Wall Street: The Time-Tested Strategy for Successful Investing (Ninth Edition) written by Burton G. Malkiel and published by W. W. Norton & Company. This book was released on 2007-12-17 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: Updated with a new chapter that draws on behavioral finance, the field that studies the psychology of investment decisions, the bestselling guide to investing evaluates the full range of financial opportunities.

Real Options Analysis

Author : Johnathan Mun
Publisher : John Wiley & Sons
ISBN 13 : 1118429079
Total Pages : 603 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis Real Options Analysis by : Johnathan Mun

Download or read book Real Options Analysis written by Johnathan Mun and published by John Wiley & Sons. This book was released on 2012-07-02 with total page 603 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Mun demystifies real options analysis and delivers a powerful, pragmatic guide for decision-makers and practitioners alike. Finally, there is a book that equips professionals to easily recognize, value, and seize real options in the world around them." --Jim Schreckengast, Senior VP, R&D Strategy, Gemplus International SA, France Completely revised and updated to meet the challenges of today's dynamic business environment, Real Options Analysis, Second Edition offers you a fresh look at evaluating capital investment strategies by taking the strategic decision-making process into consideration. This comprehensive guide provides both a qualitative and quantitative description of real options; the methods used in solving real options; why and when they are used; and the applicability of these methods in decision making.

Technical Analysis of the Financial Markets

Author : John J. Murphy
Publisher : Penguin
ISBN 13 : 0735200661
Total Pages : 579 pages
Book Rating : 4.7/5 (352 download)

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Book Synopsis Technical Analysis of the Financial Markets by : John J. Murphy

Download or read book Technical Analysis of the Financial Markets written by John J. Murphy and published by Penguin. This book was released on 1999-01-01 with total page 579 pages. Available in PDF, EPUB and Kindle. Book excerpt: John J. Murphy has updated his landmark bestseller Technical Analysis of the Futures Markets, to include all of the financial markets. This outstanding reference has already taught thousands of traders the concepts of technical analysis and their application in the futures and stock markets. Covering the latest developments in computer technology, technical tools, and indicators, the second edition features new material on candlestick charting, intermarket relationships, stocks and stock rotation, plus state-of-the-art examples and figures. From how to read charts to understanding indicators and the crucial role technical analysis plays in investing, readers gain a thorough and accessible overview of the field of technical analysis, with a special emphasis on futures markets. Revised and expanded for the demands of today's financial world, this book is essential reading for anyone interested in tracking and analyzing market behavior.

Financial Modeling, fourth edition

Author : Simon Benninga
Publisher : MIT Press
ISBN 13 : 026232170X
Total Pages : 1143 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Financial Modeling, fourth edition by : Simon Benninga

Download or read book Financial Modeling, fourth edition written by Simon Benninga and published by MIT Press. This book was released on 2014-04-18 with total page 1143 pages. Available in PDF, EPUB and Kindle. Book excerpt: A substantially revised edition of a bestselling text combining explanation and implementation using Excel; for classroom use or as a reference for finance practitioners. Financial Modeling is now the standard text for explaining the implementation of financial models in Excel. This long-awaited fourth edition maintains the “cookbook” features and Excel dependence that have made the previous editions so popular. As in previous editions, basic and advanced models in the areas of corporate finance, portfolio management, options, and bonds are explained with detailed Excel spreadsheets. Sections on technical aspects of Excel and on the use of Visual Basic for Applications (VBA) round out the book to make Financial Modeling a complete guide for the financial modeler. The new edition of Financial Modeling includes a number of innovations. A new section explains the principles of Monte Carlo methods and their application to portfolio management and exotic option valuation. A new chapter discusses term structure modeling, with special emphasis on the Nelson-Siegel model. The discussion of corporate valuation using pro forma models has been rounded out with the introduction of a new, simple model for corporate valuation based on accounting data and a minimal number of valuation parameters. New print copies of this book include a card affixed to the inside back cover with a unique access code. Access codes are required to download Excel worksheets and solutions to end-of-chapter exercises. If you have a used copy of this book, you may purchase a digitally-delivered access code separately via the Supplemental Material link on this page. If you purchased an e-book, you may obtain a unique access code by emailing [email protected] or calling 617-253-2889 or 800-207-8354 (toll-free in the U.S. and Canada). Praise for earlier editions “Financial Modeling belongs on the desk of every finance professional. Its no-nonsense, hands-on approach makes it an indispensable tool.” —Hal R. Varian, Dean, School of Information Management and Systems, University of California, Berkeley “Financial Modeling is highly recommended to readers who are interested in an introduction to basic, traditional approaches to financial modeling and analysis, as well as to those who want to learn more about applying spreadsheet software to financial analysis." —Edward Weiss, Journal of Computational Intelligence in Finance “Benninga has a clear writing style and uses numerous illustrations, which make this book one of the best texts on using Excel for finance that I've seen.” —Ed McCarthy, Ticker Magazine

Quantitative Investment Analysis

Author : Richard A. DeFusco
Publisher : John Wiley & Sons
ISBN 13 : 1119104599
Total Pages : 634 pages
Book Rating : 4.1/5 (191 download)

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Book Synopsis Quantitative Investment Analysis by : Richard A. DeFusco

Download or read book Quantitative Investment Analysis written by Richard A. DeFusco and published by John Wiley & Sons. This book was released on 2015-10-15 with total page 634 pages. Available in PDF, EPUB and Kindle. Book excerpt: Your complete guide to quantitative analysis in the investment industry Quantitative Investment Analysis, Third Edition is a newly revised and updated text that presents you with a blend of theory and practice materials to guide you through the use of statistics within the context of finance and investment. With equal focus on theoretical concepts and their practical applications, this approachable resource offers features, such as learning outcome statements, that are targeted at helping you understand, retain, and apply the information you have learned. Throughout the text's chapters, you explore a wide range of topics, such as the time value of money, discounted cash flow applications, common probability distributions, sampling and estimation, hypothesis testing, and correlation and regression. Applying quantitative analysis to the investment process is an important task for investment pros and students. A reference that provides even subject matter treatment, consistent mathematical notation, and continuity in topic coverage will make the learning process easier—and will bolster your success. Explore the materials you need to apply quantitative analysis to finance and investment data—even if you have no previous knowledge of this subject area Access updated content that offers insight into the latest topics relevant to the field Consider a wide range of subject areas within the text, including chapters on multiple regression, issues in regression analysis, time-series analysis, and portfolio concepts Leverage supplemental materials, including the companion Workbook and Instructor's Manual, sold separately Quantitative Investment Analysis, Third Edition is a fundamental resource that covers the wide range of quantitative methods you need to know in order to apply quantitative analysis to the investment process.

Commodity Price Dynamics

Author : Craig Pirrong
Publisher : Cambridge University Press
ISBN 13 : 1139501976
Total Pages : 239 pages
Book Rating : 4.1/5 (395 download)

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Book Synopsis Commodity Price Dynamics by : Craig Pirrong

Download or read book Commodity Price Dynamics written by Craig Pirrong and published by Cambridge University Press. This book was released on 2011-10-31 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: Commodities have become an important component of many investors' portfolios and the focus of much political controversy over the past decade. This book utilizes structural models to provide a better understanding of how commodities' prices behave and what drives them. It exploits differences across commodities and examines a variety of predictions of the models to identify where they work and where they fail. The findings of the analysis are useful to scholars, traders and policy makers who want to better understand often puzzling - and extreme - movements in the prices of commodities from aluminium to oil to soybeans to zinc.