Stochastic Calculus and Differential Equations for Physics and Finance

Stochastic Calculus and Differential Equations for Physics and Finance
Author :
Publisher : Cambridge University Press
Total Pages : 219
Release :
ISBN-10 : 9781107328136
ISBN-13 : 1107328136
Rating : 4/5 (36 Downloads)

Synopsis Stochastic Calculus and Differential Equations for Physics and Finance by : Joseph L. McCauley

Stochastic calculus provides a powerful description of a specific class of stochastic processes in physics and finance. However, many econophysicists struggle to understand it. This book presents the subject simply and systematically, giving graduate students and practitioners a better understanding and enabling them to apply the methods in practice. The book develops Ito calculus and Fokker–Planck equations as parallel approaches to stochastic processes, using those methods in a unified way. The focus is on nonstationary processes, and statistical ensembles are emphasized in time series analysis. Stochastic calculus is developed using general martingales. Scaling and fat tails are presented via diffusive models. Fractional Brownian motion is thoroughly analyzed and contrasted with Ito processes. The Chapman–Kolmogorov and Fokker–Planck equations are shown in theory and by example to be more general than a Markov process. The book also presents new ideas in financial economics and a critical survey of econometrics.

My Life as a Quant

My Life as a Quant
Author :
Publisher : John Wiley & Sons
Total Pages : 311
Release :
ISBN-10 : 9780470192733
ISBN-13 : 0470192739
Rating : 4/5 (33 Downloads)

Synopsis My Life as a Quant by : Emanuel Derman

In My Life as a Quant, Emanuel Derman relives his exciting journey as one of the first high-energy particle physicists to migrate to Wall Street. Page by page, Derman details his adventures in this field—analyzing the incompatible personas of traders and quants, and discussing the dissimilar nature of knowledge in physics and finance. Throughout this tale, he also reflects on the appropriate way to apply the refined methods of physics to the hurly-burly world of markets.

The Science Of Financial Market Trading

The Science Of Financial Market Trading
Author :
Publisher : World Scientific
Total Pages : 261
Release :
ISBN-10 : 9789814486842
ISBN-13 : 9814486841
Rating : 4/5 (42 Downloads)

Synopsis The Science Of Financial Market Trading by : Don K Mak

In this book, Dr Mak views the financial market from a scientific perspective. The book attempts to provide a realistic description of what the market is, and how future research should be developed. The market is a complex phenomenon, and can be forecasted only with errors — if that particular market can be forecasted at all.The book reviews the scientific literatures on the financial market and describes mathematical procedures which demonstrate that some markets are non-random. How the markets are modeled — phenomenologically and from first principle — is explained.It discusses indicators, which are quite objective, rather than price patterns, which are rather subjective. Similarities between indicators in market trading and operators in mathematics are noted, and particularly, between oscillator indicators and derivatives in Calculus. It illustrates why some indicators, e.g., Stochastics, have limited usage. Several new indicators are designed and tested on theoretical waveforms to check their validity and applicability. The indicators have a minimal time lag, which is significant for trading purposes. Common market behaviors like divergences between price and momentum are explained. A skipped convolution technique is introduced to allow traders to pick up market movements at an earlier time. The market is treated as a nonlinear phenomenon. Forecasting of when the market is going to turn is emphasized.

The Physics of Wall Street

The Physics of Wall Street
Author :
Publisher : Houghton Mifflin Harcourt
Total Pages : 309
Release :
ISBN-10 : 9780547317274
ISBN-13 : 0547317271
Rating : 4/5 (74 Downloads)

Synopsis The Physics of Wall Street by : James Owen Weatherall

A young scholar tells the story of the physicists and mathematicians who created the models that have become the basis of modern finance and argues that these models are the "solution" to--not the source of--our current economic woes.

The Statistical Mechanics of Financial Markets

The Statistical Mechanics of Financial Markets
Author :
Publisher : Springer Science & Business Media
Total Pages : 227
Release :
ISBN-10 : 9783662044230
ISBN-13 : 3662044234
Rating : 4/5 (30 Downloads)

Synopsis The Statistical Mechanics of Financial Markets by : Johannes Voit

A careful examination of the interaction between physics and finance. It takes a look at the 100-year-long history of co-operation between the two fields and goes on to provide new research results on capital markets - taken from the field of statistical physics. The random walk model, well known in physics, is one good example of where the two disciplines meet. In the world of finance it is the basic model upon which the Black-Scholes theory of option pricing and hedging has been built. The underlying assumptions are discussed using empirical financial data and analogies to physical models such as fluid flows, turbulence, or superdiffusion. On this basis, new theories of derivative pricing and risk control can be formulated.

Theory of Financial Risk and Derivative Pricing

Theory of Financial Risk and Derivative Pricing
Author :
Publisher : Cambridge University Press
Total Pages : 410
Release :
ISBN-10 : 9781139440271
ISBN-13 : 1139440276
Rating : 4/5 (71 Downloads)

Synopsis Theory of Financial Risk and Derivative Pricing by : Jean-Philippe Bouchaud

Risk control and derivative pricing have become of major concern to financial institutions, and there is a real need for adequate statistical tools to measure and anticipate the amplitude of the potential moves of the financial markets. Summarising theoretical developments in the field, this 2003 second edition has been substantially expanded. Additional chapters now cover stochastic processes, Monte-Carlo methods, Black-Scholes theory, the theory of the yield curve, and Minority Game. There are discussions on aspects of data analysis, financial products, non-linear correlations, and herding, feedback and agent based models. This book has become a classic reference for graduate students and researchers working in econophysics and mathematical finance, and for quantitative analysts working on risk management, derivative pricing and quantitative trading strategies.

Quantum Trading

Quantum Trading
Author :
Publisher : John Wiley & Sons
Total Pages : 246
Release :
ISBN-10 : 9780470435120
ISBN-13 : 0470435127
Rating : 4/5 (20 Downloads)

Synopsis Quantum Trading by : Fabio Oreste

A cutting-edge guide to quantum trading Original and thought-provoking, Quantum Trading presents a compelling new way to look at technical analysis and will help you use the proven principles of modern physics to forecast financial markets. In it, author Fabio Oreste shows how both the theory of relativity and quantum physics is required to makes sense of price behavior and forecast intermediate and long-term tops and bottoms. He relates his work to that of legendary trader W.D. Gann and reveals how Gann's somewhat esoteric theories are consistent with his applications of Einstein's theory of relativity and quantum theory to price behavior. Applies concepts from modern science to financial market forecasting Shows how to generate support/resistance areas and identify potential market turning points Addresses how non-linear approaches to trading can be used to both understand and forecast market prices While no trading approach is perfect, the techniques found within these pages have enabled the author to achieve a very attractive annual return since 2002. See what his insights can do for you.