Statistics of Financial Markets: An Introduction

Statistics of Financial Markets: An Introduction

Statistics of Financial Markets: An Introduction

Statistics of Financial Markets: An Introduction

eBook5th ed. 2019 (5th ed. 2019)

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Overview

Statistics of Financial Markets offers a vivid yet concise introduction to the growing field of statistical application in finance. The reader will learn the basic methods of evaluating option contracts, analysing financial time series, selecting portfolios and managing risks making realistic assumptions of the market behaviour. The focus is both on the fundamentals of mathematical finance and financial time series analysis and on applications to given problems of financial markets, thus making the book the ideal basis for lecturers, seminars and crash courses on the topic.

For the third edition the book has been updated and extensively revised. Several new aspects have been included: new chapters on long memory models, copulae and CDO valuation.

Practical exercises have been added, the solutions of which are provided in the book by S. Borak, W. Härdle and B. Lopez Cabrera (2010) ISBN 978-3-642-11133-4.

“Both R and Matlab Code, together with the data, can be downloaded by clicking on the Additional Information tab labeled “R and Matlab Code,” which you will find on the right-hand side of the webpage.”


Product Details

ISBN-13: 9783030137519
Publisher: Springer-Verlag New York, LLC
Publication date: 06/11/2019
Series: Universitext
Sold by: Barnes & Noble
Format: eBook
File size: 59 MB
Note: This product may take a few minutes to download.

About the Author

Jürgen Franke is a Professor of Applied Mathematical Statistics at Technische Universität Kaiserslautern, Germany, and is affiliated as advisor to the Fraunhofer Institute for Industrial Mathematics, Kaiserslautern. His research focuses on nonlinear time series, nonparametric statistics and machine learning with applications in time series and risk analysis for finance and industry.

Wolfgang Karl Härdle is a Ladislaus von Bortkiewicz Professor of Statistics at the Humboldt-Universität Berlin, Germany, and director of the IRTG 1792 “High Dimensional Non-stationary Time Series.” He teaches quantitative finance and semi-parametric statistics. His research focuses on dynamic factor models, multivariate statistics in finance, and computational statistics. He is an elected member of the ISI (International Statistical Institute) and advisor to the Guanghua School of Management, Peking University, China.

Christian Matthias Hafner is a Professor of Econometrics at the Université Catholique de Louvain and President of the Louvain School of Statistics, Biostatistics and Actuarial Sciences. His work is mainly concerned with applied non- and semiparametric statistics, time series analysis, volatility models, and financial econometrics.

Table of Contents

Option Pricing.- Statistical Models of Financial Time Series.- Selected Financial Applications.- Technical Appendix.- Appendix.- Frequently Used Notations.- Index.

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