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Empirical Techniques in Finance

  • Kartonierter Einband
  • 256 Seiten
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Includes traditional elements of financial econometrics but is not yet another volume in econometrics.Discusses statistical and pr... Weiterlesen
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Includes traditional elements of financial econometrics but is not yet another volume in econometrics.
Discusses statistical and probability techniques commonly used in quantitative finance.
The reader will be able to explore more complex structures without getting inundated with the underlying mathematics.

The rapid advances in financial technology in the past decade have led to a commensurate increase in sophistication for modeling techniques researchers need to understand financial markets. This book offers advanced modelling techniques to analyse financial and economic systems, emphasizing model implementation using commonly used software systems. It shows readers how to explore complex structures without getting inundated with the underlying mathematics.

This book offers the opportunity to study and experience advanced empi- cal techniques in finance and in general financial economics. It is not only suitable for students with an interest in the field, it is also highly rec- mended for academic researchers as well as the researchers in the industry. The book focuses on the contemporary empirical techniques used in the analysis of financial markets and how these are implemented using actual market data. With an emphasis on Implementation, this book helps foc- ing on strategies for rigorously combing finance theory and modeling technology to extend extant considerations in the literature. The main aim of this book is to equip the readers with an array of tools and techniques that will allow them to explore financial market problems with a fresh perspective. In this sense it is not another volume in eco- metrics. Of course, the traditional econometric methods are still valid and important; the contents of this book will bring in other related modeling topics that help more in-depth exploration of finance theory and putting it into practice. As seen in the derivatives analysis, modern finance theory requires a sophisticated understanding of stochastic processes. The actual data analyses also require new Statistical tools that can address the unique aspects of financial data. To meet these new demands, this book explains diverse modeling approaches with an emphasis on the application in the field of finance.

Basic Probability Theory and Markov Chains.- Estimation Techniques.- Non-Parametric Method of Estimation.- Unit Root, Cointegration and Related Issues.- VAR Modeling.- Time Varying Volatility Models.- State-Space Models (I).- State-Space Models (II).- Discrete Time Real Asset Valuation Model.- Discrete Time Model of Interest Rate.- Global Bubbles in Stock Markets and Linkages.- Forward FX Market and the Risk Premium.- Equity Risk Premia from Derivative Prices.


Titel: Empirical Techniques in Finance
EAN: 9783642064173
ISBN: 3642064175
Format: Kartonierter Einband
Herausgeber: Springer Berlin Heidelberg
Genre: Betriebswirtschaft
Anzahl Seiten: 256
Gewicht: 394g
Größe: H235mm x B155mm x T13mm
Jahr: 2010
Auflage: Softcover reprint of hardcover 1st ed. 2005

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