Statistics of Financial Markets

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Beschreibung

This book offers exercises and solutions to help readers learn the statistics of financial markets. It features exercises in option pricing, time series analysis and advanced quantitative statistical techniques, with solutions calculated using R and Matlab.

Practice makes perfect. Therefore the best method of mastering models is working with them. This book contains a large collection of exercises and solutions which will help explain the statistics of financial markets. These practical examples are carefully presented and provide computational solutions to specific problems, all of which are calculated using R and Matlab. This study additionally looks at the concept of corresponding Quantlets, the name given to these program codes and which follow the name scheme SFSxyz123. The book is divided into three main parts, in which option pricing, time series analysis and advanced quantitative statistical techniques in finance is thoroughly discussed. The authors have overall successfully created the ideal balance between theoretical presentation and practical challenges.

Updated edition, now with exotic Options and more Quantlets

Strikes a balance between theoretical presentation and practical challenges

Offers excercises in option pricing, time series analysis and advanced quantitative statistical techniques in finance

Provides computational solutions calculated using R and Matlab

Includes supplementary material: sn.pub/extras



Autorentext

Szymon Borak received his Ph.D. in Quantitative Finance and Statistics from Humboldt-Universität zu Berlin in 2008. His research focused on dynamic semi-parametric factor models applied to implied volatility structures and energy markets. Currently he is working as a quant analyst on risk management of structured financial products.

Wolfgang Karl Härdle is Professor of Statistics at the Humboldt-Universität zu Berlin and the Director of CASE the Centre for Applied Statistics and Economics. He teaches quantitative finance and semi-parametric statistical methods. His research focuses on dynamic factor models, multivariate statistics in finance and computational statistics. He is an elected member of the ISI and an advisor to the Guanghua School of Management, Peking University and to National Central University, Taiwan.

Brenda López-Cabrera is Professor of Weather, Climate and Energy Analysis at Humboldt Universität zu Berlin and a researcher at CASE - Centre for Applied Statistics and Economics. She teaches courses on statistics of financial markets, statistical tools in finance and insurance, and advanced methods in quantitative finance. Her research interests are in applications within the field of statistical analysis of options, insurance and energy. Her focus is on economic risk of natural hazards, especially catastrophe bonds, weather and energy markets.



Inhalt
Part I Option Pricing: Derivatives.- Introduction to Option Management.- Basic Concepts of Probability Theory.- Stochastic Processes in Discrete Time.- Stochastic Integrals and Dierential Equations.- Black-Scholes Option Pricing Model.- Binomial Model for European Options.- American Options.- Models for the Interest Rate and Interest Rate Derivatives.- Part II Statistical Model of Financial Time Series: Financial Time Series Models.- ARIMA Time Series Models.- Time Series with Stochastic Volatility.- Part III Selected Financial Applications: Value at Risk and Backtesting.- Copulae and Value at Risk.- Statistics of Extreme Risks.- Volatility Risk of Option Portfolios.- Portfolio Credit Risk.- References.

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Produktinformationen

Titel
Statistics of Financial Markets
Untertitel
Exercises and Solutions
Autor
EAN
9783642339288
ISBN
364233928X
Format
Kartonierter Einband
Herausgeber
Springer Berlin Heidelberg
Genre
Allgemeines & Lexika
Anzahl Seiten
276
Gewicht
423g
Größe
H235mm x B155mm x T14mm
Jahr
2013
Untertitel
Englisch
Auflage
2nd ed. 2013
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