Neural Network Pricing Of American Put Options

Download Neural Network Pricing Of American Put Options full books in PDF, epub, and Kindle. Read online Neural Network Pricing Of American Put Options ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

An Introduction to Financial Option Valuation

Author : Desmond J. Higham
Publisher : Cambridge University Press
ISBN 13 : 1139457896
Total Pages : 300 pages
Book Rating : 4.1/5 (394 download)

DOWNLOAD NOW!

Book Synopsis An Introduction to Financial Option Valuation by : Desmond J. Higham

Download or read book An Introduction to Financial Option Valuation written by Desmond J. Higham and published by Cambridge University Press. This book was released on 2004-04-15 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a lively textbook providing a solid introduction to financial option valuation for undergraduate students armed with a working knowledge of a first year calculus. Written in a series of short chapters, its self-contained treatment gives equal weight to applied mathematics, stochastics and computational algorithms. No prior background in probability, statistics or numerical analysis is required. Detailed derivations of both the basic asset price model and the Black–Scholes equation are provided along with a presentation of appropriate computational techniques including binomial, finite differences and in particular, variance reduction techniques for the Monte Carlo method. Each chapter comes complete with accompanying stand-alone MATLAB code listing to illustrate a key idea. Furthermore, the author has made heavy use of figures and examples, and has included computations based on real stock market data.

Pricing Options with Futures-Style Margining

Author : Alan White
Publisher : Routledge
ISBN 13 : 1135687897
Total Pages : 224 pages
Book Rating : 4.1/5 (356 download)

DOWNLOAD NOW!

Book Synopsis Pricing Options with Futures-Style Margining by : Alan White

Download or read book Pricing Options with Futures-Style Margining written by Alan White and published by Routledge. This book was released on 2014-02-04 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines the applicability of a relatively new and powerful tool, genetic adaptive neural networks, to the field of option valuation. A genetic adaptive neural network model is developed to price option contracts with futures-style margining. This model is capable of estimating complex, non-linear relationships without having prior knowledge of the specific nature of the relationships. Traditional option pricing models require that the researcher or practitioner specify the distribution of the underlying asset. In addition, the methodology is able to easily accommodate additional inputs(something that cannot be preformed with existing models. Since 1973, options on stock have been traded on organized exchanges in the United States. An option on a stock gives the option owner the right to buy or sell the stock for a pre-set price.. Since the introduction of stock options, the options market has experienced tremendous growth and has spawned even more exotic types of derivative securities. Obviously, valuing these securities is an issue of great importance to investors and hedgers in the financial marketplace. Existing pricing models produce systematic pricing errors and new models have to be developed for options with differing characteristics. The genetic adaptive neural network is found to provide more accurate valuation than a traditional option pricing model when applied to the 3-month Eurodollar futures-option contract traded on the London International Financial Futures and Options Exchange.

American Put Options

Author : Donna Salopek
Publisher : CRC Press
ISBN 13 : 9780582315945
Total Pages : 132 pages
Book Rating : 4.3/5 (159 download)

DOWNLOAD NOW!

Book Synopsis American Put Options by : Donna Salopek

Download or read book American Put Options written by Donna Salopek and published by CRC Press. This book was released on 1997-03-15 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt: An American put option gives its owner the right to sell a share of stock at a given specified price on or before a given date. This book provides a detailed comparison of recent works on the American put option from both theoretical and computational approaches.

The Complete Guide to Option Pricing Formulas

Author : Espen Gaarder Haug
Publisher : Professional Finance & Investment
ISBN 13 :
Total Pages : 586 pages
Book Rating : 4.3/5 ( download)

DOWNLOAD NOW!

Book Synopsis The Complete Guide to Option Pricing Formulas by : Espen Gaarder Haug

Download or read book The Complete Guide to Option Pricing Formulas written by Espen Gaarder Haug and published by Professional Finance & Investment. This book was released on 2007-01-08 with total page 586 pages. Available in PDF, EPUB and Kindle. Book excerpt: Accompanying CD-ROM contains ... "all pricing formulas, with VBA code and ready-to-use Excel spreadsheets and 3D charts for Greeks (or Option Sensitivities)."--Jacket.

Computational Intelligence Applications to Option Pricing, Volatility Forecasting and Value at Risk

Author : Fahed Mostafa
Publisher : Springer
ISBN 13 : 331951668X
Total Pages : 177 pages
Book Rating : 4.3/5 (195 download)

DOWNLOAD NOW!

Book Synopsis Computational Intelligence Applications to Option Pricing, Volatility Forecasting and Value at Risk by : Fahed Mostafa

Download or read book Computational Intelligence Applications to Option Pricing, Volatility Forecasting and Value at Risk written by Fahed Mostafa and published by Springer. This book was released on 2017-02-28 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book demonstrates the power of neural networks in learning complex behavior from the underlying financial time series data. The results presented also show how neural networks can successfully be applied to volatility modeling, option pricing, and value-at-risk modeling. These features mean that they can be applied to market-risk problems to overcome classic problems associated with statistical models.

GPU Gems 2

Author : Matt Pharr
Publisher : Addison-Wesley Professional
ISBN 13 : 9780321335593
Total Pages : 814 pages
Book Rating : 4.3/5 (355 download)

DOWNLOAD NOW!

Book Synopsis GPU Gems 2 by : Matt Pharr

Download or read book GPU Gems 2 written by Matt Pharr and published by Addison-Wesley Professional. This book was released on 2005 with total page 814 pages. Available in PDF, EPUB and Kindle. Book excerpt: More useful techniques, tips, and tricks for harnessing the power of the new generation of powerful GPUs.

Computational Methods in Finance

Author : Ali Hirsa
Publisher : CRC Press
ISBN 13 : 1498778615
Total Pages : 644 pages
Book Rating : 4.4/5 (987 download)

DOWNLOAD NOW!

Book Synopsis Computational Methods in Finance by : Ali Hirsa

Download or read book Computational Methods in Finance written by Ali Hirsa and published by CRC Press. This book was released on 2024-08-30 with total page 644 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational Methods in Finance is a book developed from the author’s courses at Columbia University and the Courant Institute of New York University. This self-contained text is designed for graduate students in financial engineering and mathematical finance, as well as practitioners in the financial industry. It will help readers accurately price a vast array of derivatives. This new edition has been thoroughly revised throughout to bring it up to date with recent developments. It features numerous new exercises and examples, as well as two entirely new chapters on machine learning. Features Explains how to solve complex functional equations through numerical methods Includes dozens of challenging exercises Suitable as a graduate-level textbook for financial engineering and financial mathematics or as a professional resource for working quants.

Theory of Rational Option Pricing

Author : Robert C Merton
Publisher : Legare Street Press
ISBN 13 : 9781015784017
Total Pages : 0 pages
Book Rating : 4.7/5 (84 download)

DOWNLOAD NOW!

Book Synopsis Theory of Rational Option Pricing by : Robert C Merton

Download or read book Theory of Rational Option Pricing written by Robert C Merton and published by Legare Street Press. This book was released on 2022-10-27 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work is in the "public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.

Neural Networks for Pattern Recognition

Author : Christopher M. Bishop
Publisher : Oxford University Press
ISBN 13 : 0198538642
Total Pages : 501 pages
Book Rating : 4.1/5 (985 download)

DOWNLOAD NOW!

Book Synopsis Neural Networks for Pattern Recognition by : Christopher M. Bishop

Download or read book Neural Networks for Pattern Recognition written by Christopher M. Bishop and published by Oxford University Press. This book was released on 1995-11-23 with total page 501 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical pattern recognition; Probability density estimation; Single-layer networks; The multi-layer perceptron; Radial basis functions; Error functions; Parameter optimization algorithms; Pre-processing and feature extraction; Learning and generalization; Bayesian techniques; Appendix; References; Index.

The Black-Scholes Model

Author : Marek Capiński
Publisher : Cambridge University Press
ISBN 13 : 1107001692
Total Pages : 179 pages
Book Rating : 4.1/5 (7 download)

DOWNLOAD NOW!

Book Synopsis The Black-Scholes Model by : Marek Capiński

Download or read book The Black-Scholes Model written by Marek Capiński and published by Cambridge University Press. This book was released on 2012-09-13 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master the essential mathematical tools required for option pricing within the context of a specific, yet fundamental, pricing model.

Economic Modeling Using Artificial Intelligence Methods

Author : Tshilidzi Marwala
Publisher : Springer Science & Business Media
ISBN 13 : 1447150104
Total Pages : 271 pages
Book Rating : 4.4/5 (471 download)

DOWNLOAD NOW!

Book Synopsis Economic Modeling Using Artificial Intelligence Methods by : Tshilidzi Marwala

Download or read book Economic Modeling Using Artificial Intelligence Methods written by Tshilidzi Marwala and published by Springer Science & Business Media. This book was released on 2013-04-02 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: Economic Modeling Using Artificial Intelligence Methods examines the application of artificial intelligence methods to model economic data. Traditionally, economic modeling has been modeled in the linear domain where the principles of superposition are valid. The application of artificial intelligence for economic modeling allows for a flexible multi-order non-linear modeling. In addition, game theory has largely been applied in economic modeling. However, the inherent limitation of game theory when dealing with many player games encourages the use of multi-agent systems for modeling economic phenomena. The artificial intelligence techniques used to model economic data include: multi-layer perceptron neural networks radial basis functions support vector machines rough sets genetic algorithm particle swarm optimization simulated annealing multi-agent system incremental learning fuzzy networks Signal processing techniques are explored to analyze economic data, and these techniques are the time domain methods, time-frequency domain methods and fractals dimension approaches. Interesting economic problems such as causality versus correlation, simulating the stock market, modeling and controling inflation, option pricing, modeling economic growth as well as portfolio optimization are examined. The relationship between economic dependency and interstate conflict is explored, and knowledge on how economics is useful to foster peace – and vice versa – is investigated. Economic Modeling Using Artificial Intelligence Methods deals with the issue of causality in the non-linear domain and applies the automatic relevance determination, the evidence framework, Bayesian approach and Granger causality to understand causality and correlation. Economic Modeling Using Artificial Intelligence Methods makes an important contribution to the area of econometrics, and is a valuable source of reference for graduate students, researchers and financial practitioners.

Computational Finance 1999

Author : Yaser S. Abu-Mostafa
Publisher : MIT Press
ISBN 13 : 9780262511070
Total Pages : 744 pages
Book Rating : 4.5/5 (11 download)

DOWNLOAD NOW!

Book Synopsis Computational Finance 1999 by : Yaser S. Abu-Mostafa

Download or read book Computational Finance 1999 written by Yaser S. Abu-Mostafa and published by MIT Press. This book was released on 2000 with total page 744 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the techniques of data mining, knowledge discovery, genetic algorithms, neural networks, bootstrapping, machine learning, and Monte Carlo simulation. Computational finance, an exciting new cross-disciplinary research area, draws extensively on the tools and techniques of computer science, statistics, information systems, and financial economics. This book covers the techniques of data mining, knowledge discovery, genetic algorithms, neural networks, bootstrapping, machine learning, and Monte Carlo simulation. These methods are applied to a wide range of problems in finance, including risk management, asset allocation, style analysis, dynamic trading and hedging, forecasting, and option pricing. The book is based on the sixth annual international conference Computational Finance 1999, held at New York University's Stern School of Business.

International Conference on Management and Engineering(CME 2014)

Author : Alex Kong
Publisher : DEStech Publications, Inc
ISBN 13 : 1605951749
Total Pages : 1908 pages
Book Rating : 4.6/5 (59 download)

DOWNLOAD NOW!

Book Synopsis International Conference on Management and Engineering(CME 2014) by : Alex Kong

Download or read book International Conference on Management and Engineering(CME 2014) written by Alex Kong and published by DEStech Publications, Inc. This book was released on 2014-06-02 with total page 1908 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim objective of CME 2014 is to provide a platform for researchers, engineers, academicians as well as industrial professionals from all over the world to present their research results and development activities in Information Management, Innovation Management, Project Management and Engineering. This conference provides opportunities for the delegates to exchange new ideas and application experiences face to face, to establish business or research relations and to find global partners for future collaboration. Submitted conference papers will be reviewed by technical committees of the Conference.

Neural Networks in Business

Author : Kate A. Smith
Publisher : IGI Global
ISBN 13 : 9781931777797
Total Pages : 274 pages
Book Rating : 4.7/5 (777 download)

DOWNLOAD NOW!

Book Synopsis Neural Networks in Business by : Kate A. Smith

Download or read book Neural Networks in Business written by Kate A. Smith and published by IGI Global. This book was released on 2003-01-01 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: "For professionals, students, and academics interested in applying neural networks to a variety of business applications, this reference book introduces the three most common neural network models and how they work. A wide range of business applications and a series of global case studies are presented to illustrate the neural network models provided. Each model or technique is discussed in detail and used to solve a business problem such as managing direct marketing, calculating foreign exchange rates, and improving cash flow forecasting."

Peter Carr Gedenkschrift: Research Advances In Mathematical Finance

Author : Robert A Jarrow
Publisher : World Scientific
ISBN 13 : 9811280312
Total Pages : 866 pages
Book Rating : 4.8/5 (112 download)

DOWNLOAD NOW!

Book Synopsis Peter Carr Gedenkschrift: Research Advances In Mathematical Finance by : Robert A Jarrow

Download or read book Peter Carr Gedenkschrift: Research Advances In Mathematical Finance written by Robert A Jarrow and published by World Scientific. This book was released on 2023-11-10 with total page 866 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Gedenkschrift for Peter Carr, our dear friend and colleague who suddenly left us on March 1, 2022, was organized to honor the life and lasting contributions of Peter to Quantitative Finance. A group of Peter's co-authors and professional friends contributed chapters for this Gedenkschrift shortly after his passing. The papers were received by September 15, 2022 and some were presented at the Peter Carr Gedenkschrift Conference held at the Robert H Smith School of Business on November 11, 2022. The contributed papers cover a wide range of topics corresponding to the vast range of Peter's interests. Each paper represents new research results in recognition of Peter's scholarly activities. The book serves as an important marker for the research knowledge existing at the time of the Gedenkschrift's publication on a number of topics within quantitative finance. It reflects the diverse interactions between mathematics and finance and illustrates, for those interested, the breadth and depth of this development. The book also presents a collection of tributes to Peter from family and friends including those made at his Memorial Service on March 19, 2022. The result is hopefully a more complete testament to a personal and professional life well lived, and unexpectedly cut short.

Quantitative Methods in Economics and Finance

Author : Tomas Kliestik
Publisher : MDPI
ISBN 13 : 3036505369
Total Pages : 164 pages
Book Rating : 4.0/5 (365 download)

DOWNLOAD NOW!

Book Synopsis Quantitative Methods in Economics and Finance by : Tomas Kliestik

Download or read book Quantitative Methods in Economics and Finance written by Tomas Kliestik and published by MDPI. This book was released on 2021-04-08 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of the Special Issue “Quantitative Methods in Economics and Finance” of the journal Risks was to provide a collection of papers that reflect the latest research and problems of pricing complex derivates, simulation pricing, analysis of financial markets, and volatility of exchange rates in the international context. This book can be used as a reference for academicians and researchers who would like to discuss and introduce new developments in the field of quantitative methods in economics and finance and explore applications of quantitative methods in other business areas.

AI and Financial Technology

Author : Paolo Giudici
Publisher : Frontiers Media SA
ISBN 13 : 2889633411
Total Pages : 92 pages
Book Rating : 4.8/5 (896 download)

DOWNLOAD NOW!

Book Synopsis AI and Financial Technology by : Paolo Giudici

Download or read book AI and Financial Technology written by Paolo Giudici and published by Frontiers Media SA. This book was released on 2020-01-14 with total page 92 pages. Available in PDF, EPUB and Kindle. Book excerpt: This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact.